Title :
Capacity penalty due to ideal zero-forcing decision-feedback equalization
Author :
Barry, John R. ; Lee, Edward A. ; Messerschmitt, David G.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fDate :
7/1/1996 12:00:00 AM
Abstract :
We consider the capacity C of a continuous-time channel with frequency response H(f) and additive white Gaussian noise. If H(f)|-2 behaves like a polynomial of order ρ at high frequencies, we show that the per-symbol capacity approaches ρ/2 nats per channel use at high signal powers. If the receiver uses an ideal zero forcing decision-feedback equalizer (DFE) consisting of a sampled whitened-matched filter followed by a zero-forcing tail canceler that is free of error propagation, the overall system is free of intersymbol interference and has a well-defined capacity CZF. By comparing this capacity with the capacity C of the underlying channel, we quantify the loss of information inherent in the tail-canceling operation that typifies zero-forcing DFE and zero-forcing precoding systems. For strictly bandlimited channels, we find that the capacity penalty approaches zero in the limit of large signal power. On the other hand, for nonstrictly bandlimited channels, the asymptotic penalty is nonzero; however, with bandwidth optimization, the asymptotic penalty is at most 0.59 dB, and the asymptotic ratio CZF/C is at least 93.6%, depending on the asymptotic order ρ of the channel response
Keywords :
Gaussian channels; channel capacity; channel coding; decision feedback equalisers; digital communication; encoding; frequency response; matched filters; polynomials; additive white Gaussian noise; asymptotic penalty; asymptotic ratio; bandwidth optimization; capacity penalty; channel response; continuous-time channel; digital communication; frequency response; high frequencies; ideal zero-forcing decision-feedback equalization; large signal power; per-symbol capacity; polynomial; receiver; sampled whitened-matched filter; strictly bandlimited channels; water pouring bandwidth; zero-forcing precoding systems; zero-forcing tail canceler; Additive white noise; Bandwidth; Decision feedback equalizers; Filters; Frequency response; Interference cancellation; Intersymbol interference; Network address translation; Polynomials; Tail;
Journal_Title :
Information Theory, IEEE Transactions on