TY - JOUR
T1 - Capacity region of the finite-state multiple-access channel with and without feedback
AU - Permuter, Haim H.
AU - Weissman, Tsachy
AU - Chen, Jun
N1 - Funding Information:
Manuscript received August 02, 2007; revised August 23, 2008. Current version published May 20, 2009. This work was supported by the National Science Foundation (NSF) through the CAREER award and under Grant TFR-0729119. The material in this paper was presented in part at IEEE International Symposium on Information (ISIT), Toronto, ON, Canada, July 2008.
PY - 2009/6/17
Y1 - 2009/6/17
N2 - The capacity region of the finite-state multiple-access channel (FS-MAC) with feedback that may be an arbitrary time-invariant function of the channel output samples is considered. We characterize both an inner and an outer bound for this region, using Massey's directed information. These bounds are shown to coincide, and hence yield the capacity region, of indecomposable FS-MACs without feedback and of stationary and indecomposable FS-MACs with feedback, where the state process is not affected by the inputs. Though "multiletter" in general, our results yield explicit conclusions when applied to specific scenarios of interest. For example, our results allow us to do the following. • Identify a large class of FS-MACs, that includes the additive mod2 noise MAC where the noise may have memory, for which feedback does not enlarge the capacity region. • Deduce that, for a general FS-MAC with states that are not affected by the input, if the capacity (region) without feedback is zero, then so is the capacity (region) with feedback. • Deduce that the capacity region of aMAC that can be decomposed into a "multiplexer" concatenated by a point-to-point channel (with, without, or with partial feedback), the capacity region is given by ∑m Rm ≤ C, where C is the capacity of the point to point channel and indexes the encoders. Moreover, we show that for this family of channels source-channel coding separation holds.
AB - The capacity region of the finite-state multiple-access channel (FS-MAC) with feedback that may be an arbitrary time-invariant function of the channel output samples is considered. We characterize both an inner and an outer bound for this region, using Massey's directed information. These bounds are shown to coincide, and hence yield the capacity region, of indecomposable FS-MACs without feedback and of stationary and indecomposable FS-MACs with feedback, where the state process is not affected by the inputs. Though "multiletter" in general, our results yield explicit conclusions when applied to specific scenarios of interest. For example, our results allow us to do the following. • Identify a large class of FS-MACs, that includes the additive mod2 noise MAC where the noise may have memory, for which feedback does not enlarge the capacity region. • Deduce that, for a general FS-MAC with states that are not affected by the input, if the capacity (region) without feedback is zero, then so is the capacity (region) with feedback. • Deduce that the capacity region of aMAC that can be decomposed into a "multiplexer" concatenated by a point-to-point channel (with, without, or with partial feedback), the capacity region is given by ∑m Rm ≤ C, where C is the capacity of the point to point channel and indexes the encoders. Moreover, we show that for this family of channels source-channel coding separation holds.
KW - Capacity region
KW - Causal conditioning
KW - Code-tree
KW - Directed information
KW - Feedback capacity
KW - Multiple-access channel (MAC)
KW - Source-channel coding separation
KW - Sup-additivity of sets
UR - http://www.scopus.com/inward/record.url?scp=66949160418&partnerID=8YFLogxK
U2 - 10.1109/TIT.2009.2018346
DO - 10.1109/TIT.2009.2018346
M3 - Article
AN - SCOPUS:66949160418
SN - 0018-9448
VL - 55
SP - 2455
EP - 2477
JO - IEEE Transactions on Information Theory
JF - IEEE Transactions on Information Theory
IS - 6
ER -