Title :
On the generalized symmetric cutoff rate for finite-state channels
Author :
Shamai, Shlomo ; Raghavan, Sreenivasa A.
Author_Institution :
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
fDate :
9/1/1995 12:00:00 AM
Abstract :
Finite-state discrete-time channels with equiprobable M-ary inputs are considered. The generating function bound, which is ubiquitously applied to upper-bound the error probability of uncoded signaling over these channels, is used here to lower-bound the corresponding generalized symmetric cutoff rate, which lower-bounds the practically achievable rates and error exponents in these channels with symmetric signaling. The bound accounts for general additive metrics. For the special case of the optimal maximum-likelihood metric, the corresponding bound is shown to be asymptotically tight in the region where the symmetric cutoff rate approaches its maximum value of log2 M (bits-per-channel use). For a finite-state additive white Gaussian noise (AWGN) channel this feature is used to relate the minimum Euclidean distance of an uncoded symmetric system to the corresponding symmetric cutoff rate. The results are demonstrated for AWGN channels corrupted by linear and nonlinear intersymbol interference. They are also used to assess the efficiency of concatenated coding over the 4-ary AWGN channel where the finite-state mechanism is defined by simple rate 1/2, four-state Ungerboeck 4-AM trellis code
Keywords :
Gaussian channels; channel capacity; channel coding; concatenated codes; discrete time systems; encoding; intersymbol interference; maximum likelihood decoding; telecommunication signalling; trellis codes; 4-ary AWGN channel; AWGN channel; additive white Gaussian noise channel; concatenated coding efficiency; equiprobable M-ary inputs; error exponents; error probability; finite-state channels; finite-state discrete-time channels; finite-state mechanism; four-state Ungerboeck 4-AM trellis code; general additive metrics; generalized symmetric cutoff rate; generating function bound; linear intersymbol interference; lower-bound; minimum Euclidean distance; nonlinear intersymbol interference; optimal maximum-likelihood decoding metric; uncoded signaling; uncoded symmetric system; upper-bound; AWGN channels; Additive white noise; Concatenated codes; Convolutional codes; Error probability; Euclidean distance; Intersymbol interference; Length measurement; Maximum likelihood detection; Signal generators; Signal to noise ratio; Thyristors;
Journal_Title :
Information Theory, IEEE Transactions on