Averaging bounds for lattices and linear codes

被引:178
作者
Loeliger, HA [1 ]
机构
[1] LINKOPING UNIV, LINKOPING, SWEDEN
关键词
coded modulation; lattices; linear codes; Minkowski-Hlawka theorem; random coding; shaping;
D O I
10.1109/18.641543
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
General random coding theorems for lattices are derived from the Minkowski-Hlawka theorem and their close relation to standard averaging arguments for linear codes over finite fields is pointed out. A new version of the Minkowski-Hlawka theorem itself is obtained as the limit, for p --> oo, of a simple lemma for linear codes over GF(p) used with p-level amplitude modulation. The relation between the combinatorial packing of solid bodies and the information-theoretic ''soft packing'', with arbitrarily small, but positive, overlap is illuminated. The ''soft-packing'' results are new. When specialized to the additive white Gaussian noise channel, they reduce to (a version of) the de Buda-Poltyrev result that spherically shaped lattice codes and a decoder that is unaware of the shaping can achieve the rate 1/2 log(2) (P/N).
引用
收藏
页码:1767 / 1773
页数:7
相关论文
共 22 条
[1]  
[Anonymous], 1959, GRUNDLEHREN MATH WIS
[2]  
[Anonymous], 1988, GRUNDLEHREN MATH WIS
[3]   NEW TRELLIS CODES BASED ON LATTICES AND COSETS [J].
CALDERBANK, AR ;
SLOANE, NJA .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1987, 33 (02) :177-195
[4]  
Cover T. M., 2005, ELEM INF THEORY, DOI 10.1002/047174882X
[5]  
De Buda R., 1975, IEEE Transactions on Information Theory, VIT-21, P441, DOI 10.1109/TIT.1975.1055409
[6]   SOME OPTIMAL CODES HAVE STRUCTURE [J].
DEBUDA, R .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1989, 7 (06) :893-899
[7]   ALGEBRAIC CONSTRUCTIONS OF SHANNON CODES FOR REGULAR CHANNELS [J].
DELSARTE, P ;
PIRET, P .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1982, 28 (04) :593-599
[8]  
DEOLIVEIRA MM, 1990, P SBT IEEE INT TELEC
[9]   COSET CODES .1. INTRODUCTION AND GEOMETRICAL CLASSIFICATION [J].
FORNEY, GD .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1988, 34 (05) :1123-1151
[10]   MULTIDIMENSIONAL CONSTELLATIONS .1. INTRODUCTION, FIGURES OF MERIT, AND GENERALIZED CROSS CONSTELLATIONS [J].
FORNEY, GD ;
WEI, LF .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1989, 7 (06) :877-892