A stochastic control interpretation of the Cover and Leung region for the MAC with noiseless feedback
نویسندگان
چکیده
We consider the problem of communication over a multiple access channel (MAC) with noiseless feedback. A single-letter characterization of the capacity of this channel is not currently known. Several schemes exist in the literature that provide achievable region expressions involving a number of auxiliary variables. A series of recent results in point-to-point communications with noiseless feedback study the information theoretic problem of finding channel capacity in a stochastic control framework. This approach has not yet been fruitful in the study of multi-user communication scenaria. In this paper we formulate the MAC with feedback capacity problem as a stochastic control problem for a special class of channels for which the capacity is known to be the Cover and Leung region. This interpretation provides an understanding of the role of auxiliary random variables. In addition, through this interpretation a useful single-letter outer bound is derived. For the special case studied in this paper, this outer bound is tight.
منابع مشابه
A Control Theoretic Interpretation for the Capacity Region of the MAC with Feedback
We consider the problem of communication over a discrete memoryless multiple access channel (DM-MAC) with noiseless feedback. A single-letter characterization of the capacity of this channel is not currently known. Several inner and outer bounds exist in the literature that provide expressions involving a number of auxiliary variables. In this paper we formulate the MAC with feedback capacity p...
متن کاملM ay 2 00 8 Outer Bounds for Multiple Access Channels with Feedback using Dependence Balance ∗
We use the idea of dependence balance [1] to obtain a new outer bound for the capacity region of the discrete memoryless multiple access channel with noiseless feedback (MAC-FB). We consider a binary additive noisy MAC-FB whose feedback capacity is not known. The binary additive noisy MAC considered in this paper can be viewed as the discrete counterpart of the Gaussian MAC-FB. Ozarow [2] estab...
متن کاملMAC with Feedback
For point-to-point discrete memoryless channels, feedback does not increase capacity. However, for multiple-access discrete memoryless channels, feedback can increase capacity. The capacity epression for MAC with feedback, known in terms of directed information, is non-computable. Single-letter inner bounds have been given by Cover-Le-ung and Bross-Lapidoth. The Bross-Lapidoth region contains C...
متن کاملLQG Control Theoretic Approach to Gaussian Broadcast and Multiple Access Channels with Feedback
In Stochastic Control Theory Course project, I have studied the LQG approach in Gaussian Broadcast Channels with feedback and Gaussian Multiple Access Channels (MAC) with Feedback. Control theoretic approach in communication channels is studied by many authors. Some of those are by G. Kramer [1] which was presented in a more simple form in [2]. Similar work was also done by N. Elia [3]. I have ...
متن کاملStochastic Dynamic Programming with Markov Chains for Optimal Sustainable Control of the Forest Sector with Continuous Cover Forestry
We present a stochastic dynamic programming approach with Markov chains for optimal control of the forest sector. The forest is managed via continuous cover forestry and the complete system is sustainable. Forest industry production, logistic solutions and harvest levels are optimized based on the sequentially revealed states of the markets. Adaptive full system optimization is necessary for co...
متن کامل