Performance analysis of trellis coded M-PSK systems over partial response-fading channels based on neural network approach

Ucan O.

1996 IEEE Military Communications Conference (MILCOM 96), Virginia, Amerika Birleşik Devletleri, 21 - 24 Ekim 1996, ss.442-446 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Virginia
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Sayfa Sayıları: ss.442-446
  • İstanbul Teknik Üniversitesi Adresli: Hayır

Özet

In this paper, the first time in the literature, partial response-fading channel is introduced. The new channel model acts lire partial response signalling (PRS) hating Rician probability density function. Analytical upper bounds of the trellis coded M-PSK structures are derived using Chernoff bounding technique, combined with the modified generating functional approach for partial response-fading channel with ideal slate information (CSI) and infinite interleaving/deinterleaving. One interesting result is that trellis coded 4PSK systems have better error performance over partial response- fading channel than classical Rician channels for signal to noise ratios greater than a threshold value, which has the best error performance in the literature. Neural network models of trellis coded 4PSK scheme is introduced the first time ire literature over partial response-lading channels. The hit error event curves are derived using back propogation algorithm.