On The Reliability Function of Discrete Memoryless Multiple-Access Channel with Feedback

We derive a lower and upper bounds on the reliability function of discrete memoryless multiple-access channel (MAC) with noiseless feedback and variable-length codes (VLCs). For the upper-bound, we use proof techniques of Burnashev for the point-to-point case. Also, we adopt the techniques used to prove the converse for the feedback-capacity of MAC. For the lower-bound on the error exponent, we present a coding scheme consisting of a data and a confirmation stage. In the data stage, any arbitrary feedback capacity-achieving code is used. In the confirmation stage, each transmitter sends one bit of information to the receiver using a pair of codebooks of size two, one for each transmitter. The codewords at this stage are selected randomly according to an appropriately optimized joint probability distribution. The bounds increase linearly with respect to a specific Euclidean distance measure defined between the transmission rate pair and the capacity boundary. The lower and upper bounds match for a class of MACs.

[1]  Jack K. Wolf,et al.  The capacity region of a multiple-access discrete memoryless channel can increase with feedback (Corresp.) , 1975, IEEE Trans. Inf. Theory.

[2]  Claude E. Shannon,et al.  The zero error capacity of a noisy channel , 1956, IRE Trans. Inf. Theory.

[3]  Kohji Itoh,et al.  Asymptotic performance of a modified Schalkwijk-Barron scheme for channels with noiseless feedback (Corresp.) , 1979, IEEE Trans. Inf. Theory.

[4]  Robert G. Gallager,et al.  A perspective on multiaccess channels , 1984, IEEE Trans. Inf. Theory.

[5]  Vincent Y. F. Tan,et al.  Error exponent of the common-message broadcast channel with variable-length feedback , 2017, 2017 IEEE International Symposium on Information Theory (ISIT).

[6]  S. Sandeep Pradhan,et al.  On the necessity of structured codes for communications over MAC with feedback , 2017, 2017 IEEE International Symposium on Information Theory (ISIT).

[7]  Thomas Kailath,et al.  A coding scheme for additive noise channels with feedback-I: No bandwidth constraint , 1966, IEEE Trans. Inf. Theory.

[8]  Frans M. J. Willems The feedback capacity region of a class of discrete memoryless multiple access channels , 1982, IEEE Trans. Inf. Theory.

[9]  Emre Telatar,et al.  A Simple Converse of Burnashev's Reliability Function , 2006, IEEE Transactions on Information Theory.

[10]  Achilleas Anastasopoulos,et al.  Error Exponent for Multiple Access Channels: Upper Bounds , 2015, IEEE Transactions on Information Theory.

[11]  Gerhard Kramer,et al.  Directed information for channels with feedback , 1998 .