Coded Distributed Diversity Reception Technique
In this paper, we consider a distributed reception scenario where a transmitter broadcasts a signal to multiple geographically separated receive nodes over fading channels, and each node forwards a few bits representing a processed version of the received signal to a fusion center. The fusion center then tries to decode the transmitted signal based on the forwarded information from the receive nodes and possible channel state information. We show that there is a strong connection between the problem of minimizing the symbol error probability at the fusion center in distributed reception and channel coding in coding theory. This connection allows us to design a unified framework for coded distributed diversity reception.
We focus on linear block codes such as simplex codes or first-order Reed-Muller codes, which achieve the Griesmer bound with equality, to maximize the diversity gain. Due to our approach’s simplicity, no complex offline optimization process is needed to design the coding structure at distributed receive nodes for the proposed coded receive diversity technique. The proposed technique can support a wide array of distributed reception scenarios, e.g., arbitrary M-ary symbol transmission at the transmitter and received signal processing with multiple bits at the receive nodes. Numerical studies show that coded receive diversity can achieve practical symbol error rates even with moderate signal-to-noise ratio and numbers of the receive nodes
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