A Proof of the Strong Converse Theorem for Gaussian Multiple Access Channels

作者：Fong Silas L^*; Tan Vincent Y F

来源：IEEE Transactions on Information Theory, 2016, 62(8): 4376-4394.

DOI：10.1109/TIT.2016.2570243

• Binary hypothesis testing
• expurgation
• Gaussian multiple access channel
• strong converse
• wringing technique

We prove the strong converse for the N-source Gaussian multiple access channel. In particular, we show that any rate tuple that can be supported by a sequence of codes with asymptotic average error probability <1 must lie in the Cover-Wyner capacity region. Our proof consists of the following. First, we perform an expurgation step to convert any given sequence of codes with asymptotic average error probability <1 to codes with asymptotic maximal error probability <1. Second, we quantize the input alphabets with an appropriately chosen resolution. Upon quantization, we apply the wringing technique (by Ahlswede) on the quantized inputs to obtain further subcodes from the subcodes obtained in the expurgation step, so that the resultant correlations among the symbols transmitted by the different sources vanish as the blocklength grows. Finally, we derive upper bounds on achievable sum-rates of the subcodes in terms of the type-II error of a binary hypothesis test. These upper bounds are then simplified through judicious choices of auxiliary output distributions. Our strong converse result carries over to the Gaussian interference channel under strong interference as long as the sum of the two asymptotic average error probabilities <1.

• 出版日期2016-8