Title :
Bounds on Fast Decodability of Space-Time Block Codes, Skew-Hermitian Matrices, and Azumaya Algebras
Author :
Berhuy, Gregory ; Markin, Nadya ; Sethuraman, B.A.
Author_Institution :
Inst. Fourier, Univ. Joseph Fourier, St. Martin d´Hères, France
Abstract :
We study fast lattice decodability of space-time block codes for n transmit and receive antennas, written very generally as a linear combination Σi=12l si Ai, where the si are real information symbols and the Ai are n×n ℝ-linearly independent complex-valued matrices. We show that the mutual orthogonality condition Ai Aj* + Aj Ai* = 0 for distinct basis matrices is not only sufficient but also necessary for fast decodability. We build on this to show that for full-rate (l = n2) transmission, the decoding complexity can be no better than |S|(n2+1), where |S| is the size of the effective real signal constellation. We also show that for full-rate transmission, g-group decodability, as defined by Jithamithra and Rajan, is impossible for any g ≥ 2. We then use the theory of Azumaya algebras to derive bounds on the maximum number of groups into which the basis matrices can be partitioned so that the matrices in different groups are mutually orthogonal-a key measure of fast decodability. We show that in general, this maximum number is of the order of only the 2-adic value of n. In the case where the matrices Ai arise from a division algebra, which is most desirable for diversity, we show that the maximum number of groups is only 4. As a result, the decoding complexity for this case is no better than |S|⌈l/2⌉ for any rate l.
Keywords :
antenna arrays; computational complexity; decoding; matrix algebra; receiving antennas; space-time block codes; transmitting antennas; 2-adic value; Azumaya algebra theory; Skew-Hermitian matrices; decoding complexity; distinct basis matrices; division algebra; effective real signal constellation; fast lattice decodability; full-rate transmission; g-group decodability; information symbols; linear combination; linearly independent complex-valued matrices; mutual orthogonality condition; mutually-orthogonal-a key measure; receive antennas; space-time block codes; transmit antennas; Block codes; Complexity theory; Decoding; Equations; Lattices; Vectors; Azumaya Algebra; Azumaya algebra; Division Algebra; Fast Decodability; Fast decodability; Full Diversity; Full Rate; Space-Time Code; division algebra; full diversity; full rate; space-time code;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2015.2402128