ABSTRACT DELAY EQUALIZER DESIGN-~NUMERICAL ANALYSIS, DIGITAL COMPUTER TECHNIQUES by Joseph John Lang The existing delay equalizer design techniques are not completely satisfactory in the sense that they contain many undesirable features such as: (1) they are very tedious and extremely time consuming; (2) the design is guided by trial and error process; (3) the choice of design parameters at each stage of the trial and error process requires skill and experience on the part of the designer. In recent years, the accelerating demand for higher quality of signal transmission has led to increasingly stringent requirements on delay equalization. As a consequence, the standard curve plotting techniques have become increasingly inadequate and there is a very great need for improved design methods. In this thesis, the problem of delay equalization is first studied with the Specific purpose of locating the drawbacks inherent in the exist- ing delay equalizer design techniques. The results of this study have yielded a new method of delay equalizer design, based on numerical analysis and digital computer techniques. This new design method offers definite improvement over the existing methods: (1) Given a set of satisfactory initial estimates of the design para- meters, the entire design problem is effected in a matter of minutes of computer time; Abstract Joseph John Lang (2) The thesis method provides a systematic approach to the design problem and eliminates to a large extent the need of skill and experience; (3) The extensive amount of the trial and error process associated with the existing design techniques is almost eliminated in the thesis design method. The trial and error aspect of the thesis method is reduced to two computer applications; (4) It appears that the thesis method is capable of producing approxi- mations to a constant delay which are beyond the power of the existing design techniques even though pursued with the utmost skill, experience, and patience over an extended period of time. The conditions on the delay equalizer network are derived and the problem of delay equalization is defined. The problem of delay equalization is formulated in terms of a system of non-linear algebraic equations. A numerical method for a solution of this system of equations is presented and a general computer program is written. The important consequence of the new design method is demonstrated by means of several solutions to actual equalization problems. The estimate on the number of sections of a delay equalizer is considered and an approach to a solution of this problem is presented. A method for obtaining the initial estimates of the design parameters is given. Formulae for the element values of the delay equalizer, in terms of the design parameters, are presented. DELAY EQUALIZER DESIGN--NUMERICAL ANALYSIS, DIGITAL COMPUTER TECHNIQUES BY JO 5 eph John Lang A THESIS Submitted to Michigan State University in partial fulfillment of the requirements for the degree of DOC T OR OF PHILOSOPHY Department of Electrical Engineering 1961 ACKNOWLEDGMENTS The author expresses his indebtedness to his major professor, Dr. Myril B. Reed, for the helpful advice and guidance throughout the preparation of this thesis. Special thanks are due Dr. Herman E. Koenig of the Electrical Engineering Department, Michigan State University, Dr. Gerard P. Weeg and Mrs. Georgia B. Reed of the Computer Laboratory, Michigan State University, and Mr. J. L. Garrison of the Bell Telephone Laboratories, for their many valuable suggestions. ii CONTENTS Page LIST OF SYMBOLS ......................... iv 1. INTRODUCTION . ........ . . ........... 1 II. THE DELAY EQUALIZATION PROBLEM. . ....... 4 2. 1 Insertion Factor and Insertion Function ...... 4 Z. 2 Requirements on the Loss and Phase Function . . 5 2. 3 The Relationship Between the Insertion Functions, EST and PSF’ and the Image Transfer Function, 6 Z 4 The Tnsertion Delay Function ........... 12 Z. 5 Requirements on the Insertion Delay Function . . 12 Z. 6 The Insertion Delay Function of Matched Cascaded Lattice Sections. . ......... 13 2. 7 The Design Problem ..... . ........ 15 III. DELAY EQUALIZER DESIGN BY NUMERICAL METHODS 16 3. 1 The Design Problem in Terms of a Solution to a System of Non-linear Algebraic Equations . . . 16 3. 2. A Numerical Method for a Solution of a System of Non-linear Algebraic Equations ......... 18 3. 3 The Digital Computer Programs . ..... . . 20 IV. SOLUTIONS TO TYPICAL EQUALIZATION PROBLEMS USING THE METHOD OF THIS THESIS ........ 24 4.1 The Commercial Problem . ............ 24 4.2 The Commercial Solution ............. Z6 4. 3 Solution by the t— Method . . ........ . . 26 4. 4 Another Example of Delay Equalization by the t-Method....... ........ 36 4. 5 Criteria for the Choice of Input Data for Program 1 .................... 42 V. AN ESTIMATE ON THE NUMBER OF SECTIONS. . . . . 45 VI. INITIAL ESTIMATES OF THE DESIGN PARAMETERS. . 52 6.1 Properties of the Insertion Phase Function. 52 6.2 Properties of the Insertion Delay Functiono . . . . 52 6. 3 The Choice of the Initial Estimates, xk, yk. 56 VII. THE ELEMENT VALUES OF THE LATTICE SECTION 60 VIII. CONCLUSIONS ....................... 61 BIBLIOGRAPHY .......................... . 63 iii Symbol ASE SF ST {bib- 11> STR SE SF wwww ST U1 STR LIST OF SYMBOLS Description Insertion Loss Function Insertion loss function of a delay equalizer Insertion loss function of a filter Total insertion loss function (insertion loss function of a filter and a delay equalizer connected in tandem) Total insertion loss requirement (the requirement on the insertion loss function of a filter and a delay equalizer connected in tandem) Insertion phase function Insertion phase function of a delay equalizer Insertion phase function of a filter Total insertion phase function (the insertion phase function of a filter and a delay equalizer connected in tandem) Total insertion phase requirement (the requirement on the insertion phase function of a filter and a delay equalizer connected in tandem) Design parameter—pair of one lattice section of a delay equalizer A set of n parameter-pairs for a delay equalizer of 11 sections (kzl, Z, 3, - - - , n) Insertion factor Frequency (in cycles per second) Normalizing frequency A set of Zn frequency points from which a system of Zn equations (eq. 3.1. 6) is formed. 11 is the number of lattice sections of the delay equalizer: (i=1, 2, 3, - - - , Zn) Delay equalization interval on the frequency axis iv E 0" O H smamwmeme :1 u: m "1 N (I) *-1 2° .2" SE SER SF HHF-It-ir-lv-l SFmax TSFmin ATSF ST X,y O O xk’ Yk Description Number of lattice sections of a delay equalizer Image transfer function Image transfer function of a delay equalizer Image transfer function of a filter Insertion function Insertion function of a delay equalizer Insertion function of a filter Total insertion function (the insertion function of a filter and a delay equalizer connected in tandem) Terminating resistance at the sending (input) terminal-pair of a network Terminating resistance at the receiving (output) terminal- pair of a network Delay level of the delay equalized filter Insertion delay function Insertion delay function of a delay equalizer Equalizer delay requirement (eq. 2. 5. Z) Insertion delay function of a filter Maximum value of the insertion delay function of a filter in the equalization interval Minimum value of the insertion delay function of a filter in the equalization interval The difference of the maximum and minimum values of the insertion delay function of a filter in the equalization interval (eq. 5. 8) Total insertion delay function (the delay function of a filter and a delay equalizer connected in tandem) Design parameter-pair of one lattice section of a delay equalizer A set of n parameter-pairs for a delay equalizer of n sections (kt-1, 2: 39 ° ° °:n) A set of Zn initial estimates for the 11 design parameter-pairs, xk, yk, of a delay equalizer of n sections V Symbol 0.) t-method Description Normalized frequency with respect to the normalizing frequency, fd A set of Zn normalized frequency points from which a system of Zn equations (eq. 3.1. 6) is formed. 11 is the number of lattice sections of the delay equalizer, (i=1, 2, 3, . - ~ , 2n) Image impedance function Normalized image impedance function with respect to terminating resistance (r=l, 2, 3, - - -) Maximum allowable delay deviation of the total insertion delay f . unct1on, TST' from the delay level, To Angular frequency (in radians per second) Thesis method of delay equalizer design vi I. INTRODUCTION In the early design of telephone transmission system, only the effects of amplitude distortion in the transmission of signals were taken into consideration. The attenuation (the insertion loss characteristic) within the transmitting band of frequencies was carefully equalized to approximate a constant characteristic to a specified degree of accuracy. However, with the advance of long distance telephone systems and with the demand for improved performance (telephotography, interconnection of radio broadcasting stations over telephone transmission facilities, and finally television), certain disturbing effects were noticed in the transmitted signals. These effects were attributed to insertion phase distortion (deviation of the insertion phase characteristic from linear phase with frequency). The problem of insertion phase equalization appears in literature as early as the 1920's. Thus, a new condition, in addition to constant insertion loss, was found necessary to impose on transmission networks, in the transmitting frequency interval, an in- sertion phase characteristic which is linear with frequency [8, 27, 31, 36]. This condition of linear insertion phase is given by eq. 2. Z. 3 and the corresponding condition of constant insertion delay, by eq. 2. 5. 3. , Filter networks have delay characteristics which are substantially constant over a wide frequency range of the pass-band. - Near the cut-off frequency (or frequencies) the delay characteristic increases rapidly. Figures 1. l, l. 2, and 1. 3 depict typical delay characteristics of filters with dissipation, for the low-pass, band-pass, and high-pass types, respectively. The delay of the equalized filter should approximate a constant over a portion or over the entire pass—band of the filter. Consequently, a delay >~ :3 v Q Frequency Figure 1. 1. Typical Delay Characteristic of a Low-Pass Filter >. 3.“. o O I Frequency \ Figure 1. 2. Typical Delay Characteristic of a Band-Pas s - Filter >. (d H v O 1 Frequency Figure 1. 3. Typical Delay Characteristic of a High-Pas 3 Filter equalizer is a network which is to be connected in cascade with the net- work to be equalized. This cascade arrangement is to have a delay characteristic approximating a constant to a specified degree of accuracy, throughout a specified interval of equalization. The requirements on the delay equalizer are given in terms of maximum allowable delay deviation of the total delay (the delay of the network to be equalized and the equalizer when connected in tandem) from a constant delay level (see figs. 4. l. l and 4. 3. Z). The stringency of the requirements on the delay equalizer depends on the nature of the signals for which the transmission system is intended. Less stringent requirements are imposed on delay equalization of networks in telephone systems, for example, than on those networks in color television systems. This thesis presents a new method of delay equalizer design which is based on numerical analysis and use of a digital computer. Although both facets (numerical analysis and use of digital computer) have been used extensively in the past, the pattern developed in this thesis combines their use in a new way, leading to a very effective delay equalizer design technique. II. THE DELAY EQUALIZATION PROBLEM 2. 1 Insertion Factor and Insertion Function The 1nsert1on factor, e s, of a two term1nal-pa1r network 13 defined as the ratio of the load current, before insertion of the network between source and load terminations, to the load current after insertion--see figure 2.. 1. 1. The insertion function, PS, is defined by the equations R1 I'2 R1 1:2 —a- ‘— —- o w , {—00— 1——o 0——l + j +. + + V E v, R; E ZT-PN vz Rz T oo—- T oo— —0 cu Figure 2.1.1 ' ' P : IZ : v2 1 1 e S 12 V2 (2. . ) I; v' PS = Ln (——) = Ln (-7-) (2.1. Z) 12 V2 In general the voltage and current variables in the last two equations are complex quantities, hence both the insertion factor and the insertion function are complex functions of frequency w. The insertion function can be written in the rectangular form as 'PszAs + jBS (2.1.3) where the insertion loss function, AS, is given in nepers and the insertion phase function, BS, is expressed in radians. 2. 2 Requirements on the Loss and Phase Functions Figure 2. 2. 1 (a) shows a two terminal-pair network (a filter) and figure 2. Z. 1 (b) shows a tandem arrangement of a filter and an equalizer. R1 I1 12 N + + 2 F 2 + E V1 i> (p ) g— V2 R2 T IF 0 o o C (a) R1 II 12 13 F0 o—>— —->—o o —>—o + t N N + Z F 2 + 2; E Z + E V1 —191 6;?- Vz—g (P 624— V3 Rz (r (P11?) IE) 0 e o C o o Figure 2. 2.1 Let PSF denote the insertion function of the network NF (the filter) in figure 2. 2. 1 (a) and let P be the insertion function of the tandem ST arrangement of the two networks (the filter and the equalizer) in figure 2. 2. 1 (b). Writing the insertion functions in the rectangular form :A P 3A PSF SF + JBSF' ST ST + 3B (2. 2.1) ST The network NF is considered to be an existing filter, hence the insertion function PSF is a known function of the radian frequency w. The equali- zation interval (ma, cob) on the (.0 axis may be a portion or the entire pass- band of the filter. The network NE (the phase equalizer) is to be designed such that the total insertion loss function, A and the total insertion ST’ phas e function, BST’ ment, ASTR’ to any specified degree of accuracy: AST = ASTR : ASF + k1 - < such that IAST ASTR I 6:4 _. : k BST BSTR 203+ 21Tk3 h th t - < suc a 'BST BSTRI JB and the total insertion phase requirement, B STR’ will approximate the total insertion loss require- respectively, (2.2.2) (2.2.3) for all to in (ma, cob). k, and k; are positive constants, preferably as small as possible and k3 is any integer or zero [27, 31, 36, 52]. In order to obtain conditions on the properties of the phase equalizer, NE' such that eqs. 2. 2. 2 and 2. 2. 3 hold over the interval (ma, cob), a relationship between the functions P E (the image transfer function of the equalizer) must be found. A. particularly convenient relationship would be an expression for P and PSF' 2. 3 The Relationship Between the Insertion Functions P and PSF and the Image Transfer Function P as an explicit function of P ST In the view that the final goal of this thesis is directed towards a new design method of phase equalizers, it is recognized that an involved relationship between the functions might make the design too cumbersome. A very simple relationship can be obtained if two conditions are imposed on the equalizer network. These two conditions and the resulting relation- ship are stated in the form of a theorem [31, 52] Theorem: If in figure 2. 2. l (b) the following two conditions hold for all values of (0 (2.3.1) then for all values of w, the following relationship is true PST = PSF + PIE (2. 3. 2) Proof: The input and output voltage and current variables relation- ship of the filter network NF in figure 2. 2.1 (a) is given by [33, 42] I v 1 ' 211 l ' l l . ZIZ cosh PIF VZIizlz Sinh PIF V2 2 (2. 3. 3) 1 . Z Il —— Sinh PIF 12 cosh PIF ‘ I; L l H Zlizlz Zn - L This last equation can be written in symbolic form as FV, 1 r A B d P v 1 F F ’- = (2. 3.4) [I1 . L CF DF .[ 12 In addition, from figure 2. 2. 1 (a) V2 : R212 (2. 3. 5) V1 : E " R111 (2.3.6) From eqs. 2.3.4, 2.3.5, and 2.3.6, after eliminating V1, I1, and V2, a relation for 12 in terms of E is given by E 12 = (2. 3. 7) CFRle + AFR; + DFRI + BF On the other hand, before insertion of the network NF I E : —— 2. 3. 12 R1 + Rz ( 8) Therefore, the ratio which determines the insertion function, PSF' is ePSF : Eli : CFRIRz + AFRZ + DFRI + BF (2. 3. 9) 2 R1+Rz For convenience, the normalized image impedances with respect to the terminating resistances are defined 11 I Z Z 2 3 0 “ —_.. O . 1 21: Substituting the values of AF, BF’ CF’ 2. 3. 9 and eq. 2. 3. 10 into the result, the insertion factor is obtained [42] and DF from eq. 2. 3. 3 into eq. P VRIRZ' 1 + 2122 . Z1+ Z2 SF = ——-—— W— smh P + cosh P 2. 3.11 Next, the insertion factor, ePST, for the tandem arrangement of the filter and equalizer in figure 2. 2. 1 (b) is derived. In addition to the terminal equations for the filter network N , given by eq. 2. 3. 3 and in F addition to eqs. 2. 3. 5 and 2. 3. 6, there are the terminal equations for the equalizer network NE, given by [33, 42] ' 1 t 21 . ‘ ‘ 1 V; g cosh PIE [ZI3ZI4 Sinh PIE V3 = (2. 3. 12) 1 . 21 I2 —— Sinh P 4 cosh P 13 L - LVZI3ZI4 IE ZI3 IE‘ _ .- This last equation can be written in symbolic form as - 7 r- q — T V; AE BE V3 = (2. 3. 13) L12. (CE DE._13_ From eqs. 2. 3. 3, 2.3. 5, 2. 3.6, and 2. 3.13, after eliminating V1, I1, V2, 12, and V3, a relationship for 13 in terms of E is given by E 2. 3. 14 ARIRZ + BR; + CR1 + D ( ) I3: h : w ere A CFAE + DFCE B = AFAE + BFCE C = CFBE + DFDE D : AFBE + BFDE On the other hand, before insertion of the NF and NE networks v E : _ 2. .1 13 R1 + R; ( 3 5) Therefore, the ratio which determines the insertion function, PST’ is given by V PST ___ __I_3_ : ARIRZ + BRZ + CR1+ D (2. 3.16) Again, for convenience the normalized image impedances are defined as follows Z Z Z 11 I I4 Substituting the values of A , B C D A B C and D into F F’ F’ F' E’ E’ E’ E eq. 2. 3.16 and eq. 2. 3.17 into the result, and insertion factor, ePST, is obtained ' ePST z _.1_3.__ : I 3 VRIRZ 1+ ZIZZZ} . Z3 + 2122 . = —-—-— h P h nh R1+R2 [Vzlzzz3‘ 5m IF (“33 PIE + 1 + 2,222, 8‘ PIE) + 21+ ZggL cosh P (cosh P + 22 + ZIZL Sinh P ) (2.3.18) VZ—IZ'Z‘ IF IE Zl + 222;, IE The expressions for the insertion factors, ePSF and ePST, are given by eqs. 2. 3. 11 and 2. 3. 18, re3pectively. 2 From the hypothesis of the theorem ZI3 : ZI4 : R2 (2. 3.19) 10 Substituting eq. 2. 3. 19 into eq. 2. 3. 17, the normalized image impedances become 211 Z12 1 R1 Zz R2 Z3 1 3 0) In this last equation, the normalized image impedances Zl and Zz are identical with those given by eq. 2. 3. 10. Substituting eq. 2. 3. 20 into eq. 2. 3. 18, the expression for the insertion factor, ePST, becomes '! P . e ST: @1— [L'L—ZJZJL sinh P + _Z__1:_Z_z_ cosh PIF] ePIE R1 + R; W; 1F 2122 (2. 3. 21) Now, from eq. 2. 3. 11 and from this last equation ePST = ePSF-ePIE , (2.3.22) hence 1 P = P + P 1 (2.3.23 ST SF IE This proves the theorem. The theorem states that if the equalizer network is a symmetric, constant resistance network, with the resistance level equal to the receiv- ing (load) resistance, then the insertion function of the tandem arrange- ment of a filter and an equalizer is given by the sum of the insertion function of the filter and the image transfer function of the equalizer. But under these restrictions on the equalizer, the insertion function of the equalizer, defined with respect to an R2 load termination, is equal to the image transfer function of the equalizer. Then eq. 2. 3. 23 may also be written as PST = PSF + PSE (2.3.24) These three insertion functions are complex functions of frequency. Equating the real and imaginary parts yields 11 AST : ASF + ASE (2.3.25) BST = BSF + BSE (2. 3.26) From eq. 2. 2. 2 and 2. 3. 25 A : é ° ' SE AIE k1 (2 3 27) where k1 is to be made as small as possible. Theoretically, k, can be ] made zero for all values of frequency if an additional restriction is imposed on the equalizer network, namely, restricting the equalizer to a lossless LC structure. Under such restriction .3": C ASE = AIE = 0 for all frequenc1es (2. 3. 28) and then AST = ASF for all frequenc1es (2. 3. 29) Thus, the first requirement on the equalizer, given by eq. 2. 2. 2, is satisfied by restricting the equalizer to a class of symmetric, constant resistance, all pass networks, with the resistance level equal to the receiving resistance [27, 31, 36, 52]. From the second requirement on the equalizer, given by eq. 2. 2. 3, and from eq. 2. 3. 26 E - < < . . ESE kzw + ZTTk3 BSF wa_w_wb (2 3 30) where k; is to be as small as possible and k3 is any integer or zero. The relation 2. 3. 30 states that in the frequency interval (ma, oh) the insertion phase of the equalizer must approximate a function which is complementary to the insertion phase function of the filter with respect to a straight line of slope k; and intercept 21rk3 [27, 31, 36, 52]. 12 2.4 The Insertion Delay Function The insertion delay function, Ts(w), used throughout this thesis is defined TS(oo) = Bs(w) (2.4.1) where B (on) is the insertion phase function of the network in question and s is expressed in radians. Ts(w) is the insertion delay function, has units of time and is expressed in seconds. §~ ‘ 2. 5 Requirements on the Insertion Delay Function The requirement on the insertion phase function, given by eq. E 2. 3. 20, can be written in terms of the delay function as follows d ' . ‘ —d—JBSE(6) _ k2 - TSFQ»), wager: cob (2.5.1) TSEM : The relation 2. 5. 1 states that in the frequency interval (wa, cob) the in- sertion delay function of the equalizer must approximate a function which is complementary to the insertion delay function of the filter with respect to a constant kg. The constant k; is commonly referred to as the delay level and is denoted by To. The right side of eq. 2. 5. 1 is called the equalizer delay requirement and is denoted by T The equalizer delay SER' requirement then becomes : - < < . .2 TSER To TSF ”at—w—“b (25 ) If a given filter is to be delay equalized in the frequency interval (ma, cub), the insertion delay of the filter, T is a known function of frequency. The insertion delay of the filtersi‘an be measured on a test set, if the actual filter is available, or the delay function can be calculated on a digital computer, if only the schematic diagram and element values of the filter network are at hand. . Hence, from eq. 2. 5. 2, given any filter, the equalizer delay requirement, T is known within the delay level To. SER’ 13 In practice, the requirements on the total delay, T T’ (the delay 5 of the filter in tandem with the equalizer) are given in terms of the maxi- mum allowable delay deviation, 6T’ from a constant value (from the delay level To). Stated mathematically I< 6‘ (2.5.3) 1T -TOI=IT T ST ToI : 'T SE+TSF- SE-TSER form a— — b 2. 6 The Insertion Delay Function for Matched Cascaded Lattice Sections From the theorem of section 2. 3 and from eq. 2. 3. 28, it follows I that, if the class of networks considered for the delay equalizer is limited to the class of constant resistance, all pass networks, with the resistance level equal to the receiving resistance, R2, of the filter, then the additive property of the insertion functions of the filter and the equalizer is pre- served and the insertion loss of the equalizer is zero. The fundamental building block of a delay equalizer is a lattice, constant resistance, 360 degree, all pass section, shown in figure 2. 6.1 [27,31,34,36,52L Figure 2. 6.1 The series arm and the cross arm impedances of this section are inverse with respect to the terminating resistance, R; 14 z z =R§ (2.6.1) _ = __ = R§ (2.6.2) When this sectionis terminated at one port by the resistance, R2, the input impedance at the other port is R2, for all values of frequency. - Although the section contains eight elements, only four elements are distinct. Two additional restrictions are imposed on the four element 1‘ J values, L1, L2, C1, and C2: by eq. 2. 6. 2,. so that one such section con- tains only two independent parameters. The insertion function with respect to R2 terminations and the image transfer function are identical and are both pure imaginary. For all values of frequency Asks) = AI (to) = O (2.6. 3) Bs(w) : BI (co) = 2 arccot V—t—‘l—l: 1 - w VLICI ] (2.6.4) 1 w VL1C1| The insertion delay function of the section is obtained by differentiating this last equation with respect to w L 1 2 V—é— 1 + T— L1 0.) LLCI Ts(w) = 1 L 1 ’72 (2.6.5) __ 1 + _7;. [ j - wv LlCl ] leCl Ll Q) VLICI In these last two equations, let L3 1 l d = and f = = . . L. o 2.1/no; 211 V1.30; (2° 6' 6’ The insertion phase and delay functions for one section then become f f BS(f) = 2 arccot (d) (79- - 72—) (2. 6.7) _ d _ 1+ (f /£)Z TS(f) — Tf— - 0 (2.6.8) 2 Z 0 1 + d (f/fo - fo/f) 15 where fo is the value of frequency at which the insertion phase function, Bs(f), takes on the value of TI' radians; d is a dimesionless constant; Ts(f), the insertion delay function has units of time. If the impedance level of each section is fixed at the value of the terminating resistance, R2, then the sections are image impedance matched. Consequently, the insertion function of a cascade arrangement of such sections is equal to the sum of the insertion functions of the individual sections. Then, the insertion delay function of a delay equalizer, com— ._ “ posed of 11 sections connected in cascade, is given by f 0k 2 . . dk . 1~1~(—f ) [ (2.6.9) n TSE(f) = Z klnfok 1+d2 f fokz kf ”f ok 2. 7 The Design Problem The design problem is to approximate the equalizer delay require- ment, T , given by eq. 2. 5. 2, by a finite sum, given in the last SER equation. Stated mathematically Given the insertion delay function of a filter, T F(f), and the S maximum allowable delay deviation, 6T > 0, determine the positive constants To’ d fok’ (k=1, 2, 3, - - - , n) and the positive integer n, such k! that ITSE(f) + TSF(f) - To! < cf (2.7.1) T with faZOand f >0 b forall f zi, zi, Ai’ Ad \Zn-l 1 in 2n(2n- 1) / \ / ‘ V 2n V4nZ Bk’ Ck’ Dk ik’ Cik’ ik n n E 131/13k + A d z Bik/Dik 4. Ai kgl =1 \ 2n 4n2 /n K \ \an K \/ n ZnZ / 7 a n a TI —— B /D z —— E B. /D. 3y k=1 k k \n 2n/ ayk-l 1k 1k / \ 2 2 n a z n Way >3 Bk/Dk 7y 2 Blk/le k-1 k=l /\ v n /\ V n V /\ a a 8x 2 Bk/Dk 2x 2 Bik/D'k k=1 :1 > < a 2 n 2 2 2 n '23.! E Bk/Dk n n 3:2 E B k/Dik k=1 4n-’- \/ k=l _ a a Z 2117- 2n2 a 32 L73? F1111” 2x2 F101) 4 F101) > 7717 Fi(X). T552 Fi(X) 2 2 2n \/ . \n(2n-l) 2n \/ \2n(2n-1) / / n V n l n a n 2 2 F1 3 x F1 2 F. T F. _ k=1 k=1 1 Y 1 n n a z a z a 1 a z kéllFi—a—szitlaxF.” 13111327 Ffi‘ay Fa” ‘- xam - am 1 1'3 ' / V n , J 211-]. \ n 111-]. _ l \ \ - 1/ NO CONVERGENCE TEST IPRINTS OUT ALL 1 \ 1 < am am < ESTOP YES nfleil (IT 1 xj , yj , Fi(xam+j) Flow Diagram of Program 1 IV. SOLUTIONS TO TYPICAL EQUALIZATION PROBLEMS USING THE METHOD OF THIS THESIS In this chapter, the thesis method of delay equalizer design, here- after referred to as the t-method for brevity, is applied to a commercial problem of very exceptionally stringent requirements. The quality of delay equalization attained by this new method is demonstrated by means of comparison with a commercial solution to the problem. This com- mercial solution, obtained by a method described in chapter VI, was considered to be a very good solution. ‘ In fact, it was agreed that a possible improvement of the commercial delay characteristic, if any, would not justify the extensive amount of time involved. 4. 1 The Commercial Problem The delay characteristic of the filter to be equalized as well as the upper and lower limits of the equalized delay are shown in figure 4. 1. 1. The delay equalization interval, in this problem, extends from zero to 7. 2 megacycles. The requirements on the total delay (the sum of the delay of the filter and the delay of the equalizer), in terms of the maximum allowable delay deviation, are given by O. 0 - 5. 0 megacycles :t 2 millimicroseconds 5. O - 5. 5 megacycles :1: 4 millimicroseconds 5. 5 - 6. O megacycles :1: 8 millimicroseconds 6. 0 - 7. 2 megacycles :1: l6 millimicroseconds This set of requirements is drawn at an arbitrary delay level and is shown in figure 4. 1. 1 to indicate the stringency of the requirements. 24 26 4. 2 The Commercial Solution The commercial solution to this design problem is given in figure 4. 2. 1, in terms of the total delay characteristic (the sum of the delay characteristics of the filter and the commercially designed equalizer) . This commercially designed equalizer consists of six lattice sections of the form shown in figure 2. 6. 1, connected in cascade. From figure 4. 2. 1, it is evident that the commercial solution fails to satisfy the requirements on the total delay in the neighborhoods of 5. 5 and 5. 75 mega- cycles. Because of the difficulty and time consuming nature of the commercial delay equalizer design technique, this failure to meet the requirements was accepted as the best that could be done. 4. 3 Solution by the t-Method In this section, several solutions to the design problem as obtained by the t-method are presented and the procedure followed in each case is described. Program 1 (section 3. 3) was used to calculate the equalizer design parameters, x , yk, given by eq. 3.1. 2, and program 2 (section k 3. 3) was employed to calculate the total delay characteristic. Solution 1 The first test for the t-method was an investigation of the possibility of improving the commercial solution. In this case, the input data for program 1 were taken as follows: The number of sections, n, of the delay equalizer was taken the same as for the commercial design (11 =‘ 6). The initial estimates, xi, yi, for the design parameters of the equalizer were taken as those of the commercial design. The normalizing frequency, f , was chosen as 2 megacycles. The d normalizing frequency is taken as any convenient number in the frequency interval where the delay of the filter, T , undergoes small variation. SF r! in? .lL 28 The 2n frequencies, fi, (12 in this case) were selected as follows: In the interval 1. O to 5. 5 megacycles, nine frequency points were chosen at uniform intervals of O. 5 megacycles. (Note that the 2. O megacycle point has already been selected by the choice of the normalizing frequency, fd). In addition, the 0. 25 megacycle point was chosen. The remaining two frequency points were selected on the basis of the behavior of the commercial delay characteristic (fig. 4. 2. l) in the 5. 75 to 7. 2 megacycle interval. The points 5. 75 and 7. 1 megacycles were chosen in expectation of improving the delay characteristic at these points. In this trial, it was decided to apply the Mistic computer to program 1 for about 30 minutes. In order to prevent the computer from stopping short of this time interval, a very small maximum allowable delay devi— ation, J , was chosen for the stop order criterion in program 1 (see eq. T 3. 3. 1), namely: (1 = O. 25 millimicroseconds. The actual computer time was 25 minutes? in which period 22 Seidel cycles were completed. Program 2 was utilized to compute the total delay characteristic, at 0. 25 megacycle intervals, on the basis of the design parameters of the 22nd Seidel cycle. The result is shown plotted in figure 4. 3. 1. The points at which the delay characteristic was calculated are indicated on the plot by circles. The delay values corresponding to the frequency points fi and the normalizing frequency f are identified by double circles. d A comparison of figures 4. 2.1 and 4. 3.1 clearly reveals that the application of the t-method produced a considerable improvement over the commercial delay characteristic. The new delay characteristic not only satisfies the original stringent requirements, but actually satisfies a set of more stringent requirements, given by O. 00 - 5. 75 megacycles :t 1. 70 millimicroseconds 5. 75 - 6. 00 megacycles :l: 4. 00 millimicroseconds 6. 00 - 6. 50 megacycles :1: 10. 00 millimicroseconds 6. 50 — 7. 20 megacycles :1: 12. 00 millimicroseconds .‘u..L_ 30 Solution 2 In this solution, an improvement over the delay characteristic obtained by solution 1 (fig. 4. 3. 1) is sought by selecting a different set of the fi frequency points. ¢The following basis is used for the choice of the new set of points from the set of points of the previous solution: Those fi points at which the total delay characteristic has neither a relative maximum or minimum are deleted. Those frequency points at which the total delay characteristic has a relative maximum or minimum or at which a delay improvement is desired are included in the new set of f1 points. Since the number of the fi frequency points is fixed, for a fixed 11, the number of added points is equal to the number of deleted points. From the total delay characteristic of solution 1, shown in figure 4. 3. 1, and on the basis of the criterion, given in the last paragraph, a new set of the fi frequency points was obtained by deleting the points at 2. 5 and 3. 5 megacycles, from the set of the fi frequency points of solution 1, and by adding the points at 4. 25 and 6. O megacycles. The initial estimates, xi, y]: were taken as those obtained by solution 1. All other input data are as those used in solution 1. The computer was applied to program 1 for about one hour, in which time 52 Seidel cycles were completed. On the basis of the design para- meters of the 52nd Seidel cycle, the total delay characteristic was calcu- lated by program 2 and is shown in figure 4. 3. Z. ‘ An improvement of this total delay characteristic (fig. 4. 3. 2), particularly at the 6. 0 megacycle point, over that of solution 1 (fig. 4. 3. 1) should be noted. Solution 2 (fig. 4. 3. 2) is also well within the original requirements and is actually confined within a set of requirements given by O. 00 - 5. 50 megacycles :h 1. 5 millimicroseconds 5. 50 - 6. 00 megacycles i 3. O millimicroseconds 6. 00 — 6. 75 megacycles :I: 8. 5 millimicroseconds 6. 75 - 7. 20 megacycles i 13. 5 millimicroseconds 32 which is a better overall delay characteristic than solution 1 of figure 4.3.1. Solution 3 The success of solutions 1 and 2 lead into an investigation of the possibility to satisfy the original requirements with a delay equalizer consisting of five sections rather than six. In this case, the input data for program 1 were taken as follows: The number of sections, 11, was taken as five (n = 5). j. The initial estimates, xi, y}: were obtained by the method described . in chapter VI. The total delay based on these initial estimates was calcu- . 4 lated by program 2 and is shown in figure 4. 3. 3. The frequency points fi were chosen in accordance with criterion 4. 5. 2, given in section 5 of this chapter, and are indicated in figure 4. 3. 4. The computer was applied to program 1 to compute 6O Seidel cycles. The total delay characteristic as calculated by program 2, on the basis of the design parameters of the 60th Seidel cycle, is shown in figure 4. 3.4. InSpection of this figure reveals that the delay characteristic does not satisfy the original requirements in the neighborhoods of 6. O and 6. 5 megacycles. At the same time, it is noticed that none of the fi frequency points were chosen in the interval 5. 5 to 7. 1 megacycles. To improve this delay characteristic, a new set of the fi frequency points was chosen according to criterion 4. 5. 2 and on the basis of the obtained delay characteristic (fig. 4. 3. 4). The design parameters of the 60th Seidel cycle were taken for the initial estimates of this run. After the application of one Seidel cycle, the total delay was calculated and is shown in figure 4. 3. 5. From this figure it is seen that the original stringent requirements are satisfied by a delay equalizer of only five sections. Solutions 1 and 2 (figs. 4. 3. 1 and 4. 3. 2) clearly demonstrate that for a delay equalizer of the same number of sections, the original delay requirements are fully met. The quality of delay equalization obtained by a... 1. tan , . 34 36 the t-method exceeds that of the accepted commercial design (fig. 4. 2. l), which actually did not fully meet the original requirements. Solution 3 (fig. 4. 3. 5) shows that the original requirements can indeed‘be met not only with an equalizer of six sections, but with an equalizer of one less section than the commercial one, i. e. , with five sections. Another important feature of the t-method should be noted. The total delay characteristic (fig. 4. 3. 3), based on the initial estimates, xi, yi, varies from 540 to 586 millimicroseconds, in the frequency interval zero to five megacycles. This corresponds to a delay deviation of about i 23 millimicroseconds. In the same frequency interval, the final result (fig. 4. 3. 5) is confined within :h 2 millimicroseconds. This example demon- strates that the t-method converged, even though the initial estimates were poorly chosen. 4. 4 Another Example of Delay Equalization by the t-Method The original stringent requirements, given in section 4. l, are for delay equalization of a loss filter in a very special, very high quality transmission system. A set of delay requirements for delay equalization of the same loss filter in a transmission system for color television is the very much relaxed requirement schedule: 0. 0 - 5. O megacycles :1: 2 millimicroseconds 5. 0 - 5. 5 megacycles d: 4 millimicroseconds 5. 5 - 6. 0 megacycles :l: 8 millimicroseconds with no requirements on the total delay for frequencies greater than six megacycles . Solution A In this solution, the input data for program. 1 were taken as follows: The number of sections, n, was taken as four (11 = 4). 1 No attempt was made here to arrive at an estimate on the number of sections. Since an equalizer of five sections satisfied the requirements in the interval 37 zero to 7. 2 megacycles (solution 3, fig. 4. 3. 5), an equalizer of fewer sections can be expected to effect the equalization in the interval zero to six megacycles. A few minutes of computer time determines whether the number of equalizer sections can be reduced still further. The initial estimates, 12:, y}: were obtained by the method given in chapter VI. The total delay on the basis of these initial estimates, as calculated by program 2, is shown in figure 4. 4. 1. The frequency points fi were chosen according to criterion 4. 5. 2 and are indicated in figure 4. 4. 2. ‘ In 30 minutes of computer time, 68 Seidel cycles were completed. The total delay characteristic on the basis of the design parameters of the 68th Seidel cycle is shown in figure 4.4. 2. InSpection of this figure shows that this solution satisfies a set of considerably more stringent requirements than those for color television, namely, a set given by 0. O - 6. 0 megacycles :1: 1.1 millimicroseconds Solution B The outcome of the previous solution (fig. 4.4. 2) suggests that an equalizer of three sections might meet the requirements for color tele- vision. In this solution, the input data for program 1 are as follows: The number of sections, n, was taken as three (n == 3). . . . . 0 . . The initial estimates, x were obtained by the method described 0 k9 yk! in chapter VI. The total delay characteristic in terms of these initial estimates, as calculated by program 2, is shown in figure 4. 4. 3. The frequency points f, were chosen according to criterion 4. 5. 2 i and are indicated in figure 4.4.4. In this case, 110 Seidel cycles were completed in about 30 minutes. The total delay characteristic on the basis of the design parameters of the 110th Seidel cycle is shown in figure 4.4.4. It is seen from this figure that the color television requirements are indeed satisfied by a 42 delay equalizer of three sections. A selection of a new set of the fi fre- quency points (see criterion 4. 5. 2) and an application of a few additional Seidel cycles might still further improve this delay characteristic. This step was not carried out in this particular example. The delay equalization of the given filter, satisfying the exceptionally stringent requirements (section 4. 1) was effected by a delay equalizer of five sections (fig. 4. 3. 5), while the color television requirements (section 4.4) were met by an equalizer of three sections (fig. 4.4.4). This is to be contrasted with the commercially designed delay equalizer, consisting of six sections (fig. 4. 2. 1), which was accepted as a solution to the delay equalization problem for both sets of requirements, in Spite of the fact that this commercial design did not fully meet either set of the requirements. 4. 5 Criteria for the Choice of Input Data for Program 1 In this section, a discussion on the choice of input data for program 1 is presented and the discussions are summarized in forms of criteria. The estimate on the number of sections, n, of a delay equalizer is treated in chapter V and a method for the selection of the initial estimates, x12, y]: for the design parameters is presented in chapter VI. Criterion 4. 5. l. The normalizing frequency, fd, is chosen as any convenient number in that frequency interval where the delay of the filter, TSF’ undergoes small variation. Criterion 4. 5. 2. The 2n frequency points, fi (fi ;/ fd for all i), are chosen as follows: (a) For the first application of the t-method, the fi frequency points are selected such that the set of the Zn points fi and the point fd are uniformly spaced in the equalization interval. (Although this choice is always theoretically possible, the followingpractical difficulties arise: The t-method requires the functional values of the delay of the filter, T If the delay of the filter was measured SF’ at the frequenc1es fi and fd. 43 or calculated beforehand, at a set of frequencies, fq, the choice of the frequencies f1 and the frequency fd must be made to coincide with a subset of the fq frequencies in order to avoid measurement or calculation of the delay of the filter at additional frequencies. Then, in the case where uniform spacing of the fi and f frequencies would lead to a set of points d not coincident with a subset of the fq points, smaller subintervals are selected in that frequency region where the delay requirements are most stringent). (b) An improvement over the total delay characteristic obtained by the first application of the t-method is often effected by a choice of a new set of the fi frequencies. This new set of the fi frequency points is chosen on the basis of the previous set of the fi points and from the behavior of the total delay characteristic of the first application of the t-method, as follows: Those fi points in which neighborhoods the total delay character- istic has neither a relative maximum nor minimum are deleted. Those fi frequency points in which neighborhoods the total delay characteristic has a relative maximum or minimum, or at which point a delay improve- ment is desired, are included in the new set of the fi points. Since the number of the fi frequencies is fixed, for a fixed 11, the number of added points is equal to the number of deleted points. The t-method of delay equalizer design was applied to a number of additional problems over those presented in this chapter, in an attempt to arrive at some convergence criterion in terms of the initial estimates, ii, Vi. It was found that in all cases considered, an improvement of the delay characteristic over that of the characteristic based on the initial estimates was effected. However, the success of the t-method depends not only on the improvement of the delay characteristic, but one additional condition must be met, namely, that all of the final design parameters, xk, yk, must be positive numbers. This is a necessary condition for the realizability of the equalizer network (see chapter VII). Although positive . . . . 0 initial estimates, x 0 . . . k’ yk, were used in all cases, it was noted in a few 44 instances that if after the first Seidel cycle one or more of the corrected design parameters took on negative values, invariably these parameters remained negative for all subsequent Seidel cycles. On the basis of this investigation, the following criterion is stated: Criterion 4. 5. 3. If after the application of one or a few Seidel cycles, at least one of the design parameters, xk, yk’ takes on a negative value, a new set of the initial estimates, xi, yi, should be chosen. In such case, program 2 is utilized to calculate the total delay characteristic in terms of the old set of the initial estimates. From the behavior of this delay characteristic and on the basis of the method for the choice of the initial estimates (chapter VI), a new set of initial estimates is obtained. V. AN ESTIMATE ON THE NUMBER OF SECTIONS The problem of estimating the number of sections, 11, of a delay equalizer is indeed a difficult task. If the estimate is to be of value to the designer, it is necessary to obtain an expression for n in terms of the known quantities, i. e. , in terms of (l) the delay characteristic of the filter, TSF; (2) the equalization interval, (fa, f5); (3) the maximum allowable total delay deviation, CST. In functional notation: ,f,£,cl F a b T) (5.1) n'-'F(Ts From section 2. 7, the delay equalization problem is to approximate the delay equalizer requirement, T , (eq. 2. 5. 2) by the delay equalizer SER function, T (eq. 2. 6. 9), throughout the equalization interval, (fa, fb), . SE’ to within a Specified degree of accuracy: T (f)é T -'I‘ (f) forf (6.1.1) 0 From this last equation BS(0) = O B (f = 17 S 0 lim B (f) = 211 (6.1.2) f-pm S 38(1) >0 forO0,£o>0 The insertion phase function, Bs(f), is a monotonically increasing function of frequency, f. It has a value of zero at zero frequency and approaches the value of 271 radians asymptotically as frequency increases without bound. 6. 2 PrOpertieS of the Insertion Delay Function From eq. 2. 6. 8, the insertion delay function, TS(f), of one lattice section, in terms of the parameters d and f0, is given by d 1 + (fO/f)z 17 f 2 _ 2 ' O 1 + d (f/fo 10/1) Ts(f) = (6.2.1 From this last equation 52 53 l Tsw)- wfd o Ts= .de O 0 (6.2.2) lim T (f) = O S fem “Ts(f) >0 for 0<£<00,d>0,fo>0 The insertion delay function, Ts(f), has finite and non-zero value at zero frequency (for finite and non-zero values of d and f0) and approaches zero value asymptotically as frequency approaches infinity. The insertion delay, Ts(f), is a function of frequency, f, and the two parameters, d and f0. If the product function, Tp, is considered, given by d . 1+ (f /£)-’- Tp: Ts(f)-f0= T H dszffO _ 16m: (6.2.3) then Tp can be viewed as a function of f/fO and d [34]. It is now possible to plot a family of curves of the product function, Tp’ versus f/fo, each curve for a different value of the d parameter. This family of curves is classified into two broad classes, depending on the value of the d para- meter, according to whether the product function takes on a maximum value at zero frequency (class A, fig. 6. 2. 1) or at some finite and non- zero frequency (class B, fig. 6. 2. 2). The maximum value of the insertion delay function, TS(f), of one lattice section, occurs at f = o, for d3: 1/3, class A (6.2.4) f = f V\/4-1/d2'- l, for dz > 1/3, class B (6.2.5) 0 Since the radical in this last equation is always less than unity, for dz > 1/3 and finite, it follows that the insertion delay function takes on a maximum value at some frequency less than £0. 56 Figure 6. 2. 3 illustrates the change in the insertion delay function, Ts(f), due to a change in £0, for one value of the d parameter. The change in TS(f), due to a change in d, for one value of the fO parameter, is shown in figure 6. 2. 4. A summary of the properties of the insertion delay function, Ts(f), of one lattice section, is given below. (1) The behavior of the Ts(f) function is illustrated in figures 6. 2.1 (class A) and 6. 2. 2 (class B); (a) Class A consists of monotonically decreasing curves. They all have maximum value at zero frequency (eq. 6. 2. 4); (b) Class B consists of curves having maximum values at finite and non-zero frequencies, given by eq. 6. 2. 5; (2) In the case of the class B curves (a) for a fixed value of fo, the d parameter determines the sharpness of the peak, as is seen from figures 6. 2. 2 and 6. 2. 4; (b) The parameter f0 is dominant in determining the location of the maximum value of the delay characteristic, as is seen from figure 6. 2. 3 and eq. 6. 2. 5. 6. 3 The Choice of the Initial Estimates, x:, y: This section presents the steps employed in the process of selection of the initial estimates, xi, yi, for the design parameters of a delay equalizer. In this procedure, the estimate on the number of sections, 11, of the delay equalizer is assumed to be known. (1) The delay characteristic, TSF(f), of the filter to be equalized is plotted versus frequency; (2) The equalizer delay requirements, TSERH) (eq. 2. 5. 2), is obtained graphically from the plot of step (1). Here, the delay level, To’ is chosen arbitrarily, (a good value is to take Delay, Ts(f) Delay, TS(f) 57 d, £01 d: f02 f02 > fo1 Frequency, f Figure 6. 2. 3. Change in TS(f) due to a change in f0. Frequency, f Figure 6. 2. 4. ~ Change in Ts(f) due to a change in d. 58 To: ZTSFmax)’ since only relative values of the equalizer delay requirement are of interest; (3) On the basis of the behavior of the insertion delay function, Ts(f), of one section (figs. 6. 2.1 and 6. 2. 2) a set of 11 para- meter pairs, dk’ f k (k=1, 2, 3, ° ' ' , n), is chosen such that the 0 sum of these n functions, Tsk(f), when plotted, approximates the Shape of the equalizer delay requirement, TSER(f)' This step is a curve fitting problem and the degree of approximation attained depends largely on the skill and experience of the designer. For the initiated, steps (4) and (5) of this procedure might well be omitted; (4) Program 2 is used to calculate the total delay, TST(f), (the sum of the delay of the filter and the equalizer, based on the parameters of step 4); (5) On the basis of the behavior of this total delay characteristic, (f), a new set of the n parameter pairs, dk’ fok’ is obtained (f), is to approximate a TST as follows: Since the total delay, TST constant value in the interval of equalization, the d'k parameters of those sections having a delay characteristic which peaks in a neighborhood of a relative maximum of T T(f) are decreased and the dk parameters of those sections hafing a delay char- acteristic which peaks in a neighborhood of a relative minimum of TST(f) are increased. The fok parameters are used to relo- cate the peaks of the delay characteristics of some sections, if necessary; (6) Upon the selection of the normalizing frequency, fd (see criterion 4. 5. 1), the initial estimates, xi, yi, are calculated in terms of the dk and f0k parameters form eq. 3.1. 2. It Should be pointed out that the steps (1), (2), and (3), of the above procedure, in essence describe the commercial method of delay equalizer design. In the actual design, after each choice of the n parameter pairs, 59 dk, fok’ the 11 functions, Tsk(f) (k=1, 2, 3, - - - , n), are plotted and added graphically, giving the equalizer delay characteristic, TSE(f). This equalizer delay characteristic is compared with the shape of the equalizer delay requirement, TSER(f), and a new set of the parameters, dk’ fok’ is selected on the basis of this comparison. This repetitive trial and error process is continued until such equalizer delay characteristic, TSE(f), is (0. obtained, which approximates the equalizer delay requirement, TSER to the Specified degree of accuracy [34]. VII. THE ELEMENT VALUES OF THE LATTICE SECTION A schematic diagram of one lattice section of a delay equalizer is shown in figure 2. 6. 1. The element values of this section in terms of the d and fo design parameters, as obtained from eqs. 2. 6. 2 and 2. 6. 6, are given by R2 L1: m— : REC; (7.1) O R (1 L2 = m;— = Rgcl (7.2) 0 where R; is terminating resistance of the filter to be equalized and also the resistance level of the lattice section (eq. 2. 6. l). The element values in terms of the x and y design parameters and in terms of the normalizing frequency, fd, as obtained from eqs. 3. 1. 2, 7.1, and 7.2, become R2 __..__._ : Rgcz (7. 3) ZTrfdy L1: XRZ and L2 : RECI (7'4) A number of bridged-tee and twin-tee equivalent networks for the lattice section can be derived. Such equivalent networks appear in literature and are not included here [1, 33]. 60 VIII. CONCLUSIONS The usefulness of the thesis method of delay equalizer design and its advantages over the commercial delay equalizer design technique (section 6. 3) are discussed in the following paragraphs. . (l) The commercial method of delay equalizer design, as described in section 6. 3, is a trial and error procedure, which iS very tedious and extremely time consuming. One of the main advantages of the t-method lies in its time-saving nature. Reference to the five t-method solutions, presented in chapter IV, demonstrates that given a set of satisfactory initial estimates, the entire design problem is effected in a matter of minutes of computer time. .More Specifically, the average computer time for these five solutions is approximately 35 minutes. Several weeks for one man would be required to effect one such equalization problem by the commercial method. (2) The commercial design method depends largely on the selection of design parameters, which requires Skill and experience on the part of the designer. The t-method provides a systematic approach to the design problem and eliminates to a large extent the need of skill and experience. - (3) The extensive amount of the trial and error process associated with the commercial method is almost eliminated in the t-method. Although no criterion for the choice of the fi frequency points leading to the best approximation of constant delay is given, criterion 4. 5. 2 reduces the trial and error asPect of the t-method to two computer applications. (4) On the basis of the exploration with the t-method, as in chapter IV, it appears that this method is capable of producing approximations to a constant delay which are beyond the power of the commercial method even though pursued with the utmost skill, experience, and patience over an extended period of time. 61 62 The five solutions of delay equalization problems, presented in chapter IV, demonstrate the effectiveness of the thesis method of delay equalizer design. It is not meant, however, to imply that the t-method is the final answer to the delay equalization problem, but it definitely indicates that the combined use of numerical analysis and a digital computer has promise in equalizer design. There is essentially no discussion in the technical literature on the problem of estimating the number of sections of a delay equalizer. One approach to the solution of this problem is presented in chapter V. This approach should be investigated further. BIBLIOGRAPHY l) Balabanian, N. 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