By Haykin S., Totterdill P.
At a degree compatible for graduate classes on adaptive sign processing, this textbook develops the mathematical conception of assorted realizations of linear adaptive filters with finite-duration impulse reaction, and likewise offers an introductory remedy of supervised neural networks. quite a few desktop experiments illustrate the underlying conception and functions of the LMS (least mean-square) and RLS (recursive-least-squares) algorithms, and difficulties finish every one bankruptcy.
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Then, P1 Ctotal V02 f1 2 , Pl l Ctotal V02 f l l Pl l Ctotal V02 fl l 2 f l P1 f1 Ctotal V02 f1 2 l k 2k t l 2 p tp and (21) 40 VLSI While, Pm1 and Pml can be estimated as m m Pm1 Ctotal V02 f1 , Pml 2 Ctotal V02 fl , and Pml 2 fl 2 l k t p l Pm1 f1 2k t p (22) m C total , is the total capacitance of the external memory. In summary, the above equations indicates that as degree of parallelism increases the speedup and the power consumption of the proposed architectures, without external memory, and the power consumption of the external memory increase by a factor of l, as compared with single pipelined architecture.
5N and use of two-port RAM to implement FIFOs, whereas, the proposed architectures require only use of single port RAM. High Performance Parallel Pipelined Lifting-based VLSI Architectures for Two-Dimensional Inverse Discrete Wavelet Transform Architecture Lan Rahul Wang Ibrahim Cheng (2-parallel) Bao (2-parallel) Proposed (2-parallel) Proposed (4-parallel) Multi 12 9 6 10 18 24 18 36 Adders 12 16 8 16 32 32 32 64 Line Buff. 5N 7N 4N 4N Computing time 2(1-4-j )NM 2(1-4-j )NM 2(1-4-j )NM 2(1-4-j )NM (1-4-j )NM (1-4-j )NM (1-4-j )NM 1/2 (1-4-j)NM Tm: multiplier delay Ta: adder delay Table 5.
These 3 coefficients are required according to the DDGs to compute the high coefficient, X(1). f 4a f 4a f 4a se0 s 0 f 4a 1 f 4a f 4a f 4a f 4a f 4a f 4a 1 0 s f 4a se2 f 4a f 4a se0 s f 4a se1 s se1 f 4a Fig. 11. Modified 5/3 CPs 1 & 3 for 4-parallel architecture f 4a se2 32 VLSI In cycle 31, the positive transition of clock f4a transfers Rt0 and Rt1 in stage 2 of CP3 and Rt0 in stage 2 of CP1 to stage 3 latches Rt0, Rt1, and Rt2 of CP3, respectively, to compute the second high coefficient, X(3).
Adaptive Filter Theory by Haykin S., Totterdill P.