Title :
Reduced-complexity sequence detection approaches for PR-shaped, coded linear modulations
Author :
Rizos, A.D. ; Proakis, J.G.
Author_Institution :
CDSP Res. Center, Northeastern Univ., Boston, MA, USA
Abstract :
This paper investigates the combination of partial-response (PR) shaping and trellis coded modulation (TCM), for high-bit-rate wireline data transmission. Combining PR and TCM, we attempt to reduce the normalized bandwidth of the transmitted signal, without imposing a penalty on its minimum distance. The optimum detection method for such signals is the maximum likelihood sequence estimator (MLSE), using a Viterbi algorithm which operates on the combined PR/TCM trellis. Since the large number of states makes the MLSE computationally prohibitive, we investigate the performance of suboptimum reduced-complexity detectors, namely the M-, T- and RSSE/DFSE algorithms, and show that we can obtain near-MLSE performance at a much lower computational cost. Considerations about the PR pulse shape and the trade-off between bandwidth and performance are also given
Keywords :
bandwidth compression; computational complexity; data communication; feedback; parameter estimation; partial response channels; sequences; signal detection; trellis coded modulation; M-algorithm; MLSE; PR-shaped modulation; RSSE/DFSE algorithm; T-algorithm; TCM; Viterbi algorithm; coded linear modulation; computational cost; decision feedback sequence estimation; high bit rate wireline data transmission; maximum likelihood sequence estimator; minimum distance; normalized bandwidth reduction; optimum detection method; partial-response shaping; performance; reduced state sequence estimation; reduced-complexity sequence detection; suboptimum reduced-complexity detectors; transmitted signal; trellis coded modulation; Bandwidth; Computational efficiency; Data communication; Detectors; Maximum likelihood detection; Maximum likelihood estimation; Modulation coding; Pulse shaping methods; Shape; Viterbi algorithm;
Conference_Titel :
Global Telecommunications Conference, 1997. GLOBECOM '97., IEEE
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-4198-8
DOI :
10.1109/GLOCOM.1997.632566