Blind decentralized projection receiver for asynchronous CDMA in multipath channels
نویسندگان
چکیده
An asynchronous Direct Sequence Code Division Multiple Access (DS-CDMA) system employing periodic spreading sequences is considered to be operating in a frequency selective channel. The cyclostationary spread signal is received at multiple sensors and/or is sampled multiple times per chip (oversampling), leading to a stationary vector-valued received signal. Hence, such a model represents a very particular multi-input multi-output (MIMO) system with plentiful side information in terms of distinct spreading waveforms for the input signals. Depending upon the finite impulse response (FIR) length of the propagation channel, and the processing gain, the channel of a certain user spans a certain number of symbol periods, thus inducing memory or intersymbol interference (ISI) in the received signal in addition to the multiple-access interference (MAI) contributed by concurrent users. The desired user’s multipath channel estimate is obtained by means of a new blind technique which exploits the spreading sequence of the user and the second-order statistics of the received signal. The blind Minimum Mean Square Error-Zero Forcing (MMSE-ZF) receiver or projection receiver is subsequently obtained. This receiver represents the proper generalization of the anchored MOE receiver [1] to the asynchronous case with delay spread. Classification of linear receivers obtained by various criteria is provided and the MMSE-ZF receiver is shown to be obtainable in a decentralized fashion by proper implementation of the unbiased minimum output energy (MOE) receiver, leading to the minimum variance distortionless response (MVDR) receiver for the signal of the desired user. This MVDR receiver is then adapted blindly by applying Capon’s principle. A channel impulse response is obtained as a by-product. Lower bounds on the receiver filter length are derived, giving a measure of the ISI and MAI tolerable by the receiver and ensuring its identifiability. This paper was presented in part at EPMCC’99, Paris, France Eurécom’s research is partially supported by its industrial partners: Ascom, Cégétel, France Télécom, Hitachi, IBM France, Motorola, Swisscom, Texas Instruments, and Thomson CSF Récepteur Aveugle Décentralisé pour les Systèmes à Accès Multiple par Repartition de Codes (AMRC) Asynchrones pour des Canaux à Trajets Multiples
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ورودعنوان ژورنال:
- Annales des Télécommunications
دوره 54 شماره
صفحات -
تاریخ انتشار 1999