Message Passing-Based Joint Channel Estimation and Signal Detection for OTFS with Superimposed Pilots
Publication Name
IEEE Transactions on Vehicular Technology
Abstract
Receivers with joint channel estimation (CE) and signal detection using superimposed pilots (SP) can achieve high transmission efficiency in orthogonal time frequency space (OTFS) systems. However, existing receivers have high computational complexity, hindering their practical applications. In this work, with SP in the delay-Doppler (DD) domain and the generalized complex exponential (GCE) basis expansion modeling (BEM) for channels, a message passing-based SP-DD iterative receiver is proposed, which drastically reduces the computational complexity while with marginal performance loss, compared to existing ones. To facilitate CE in the proposed receiver, we design pilot signal to achieve pilot power concentration in the frequency domain, thereby developing an SP-DD-D receiver that can reduce the power of the pilot signal with almost no loss of CE and bit error rate (BER) performance. Extensive simulation results are provided to demonstrate the superiority of the proposed SP-DD-D receiver.
Open Access Status
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