TY - JOUR
T1 - Genie Tree and Degrees of Freedom of the Symmetric MIMO Interfering Broadcast Channel
AU - Liu, Tingting
AU - Yang, Chenyang
N1 - Publisher Copyright:
© 1991-2012 IEEE.
PY - 2016/11/15
Y1 - 2016/11/15
N2 - In this paper, we study the information theoretic maximal degrees of freedom (DoF) for the symmetric multi-input-multi-output (MIMO) interfering broadcast channel (IBC) with arbitrary antenna configurations. For the G-cell K-user M×N MIMO-IBC network, we find that the information theoretic maximal DoF per user are related to three DoF bounds: 1) the decomposition DoF bound dDecom=MN/(M+KN), a lower-bound of asymptotic IA; 2) the proper DoF bound dProper=(M+N)/(GK+1), an upper-bound of linear IA; and 3) the quantity DoF bound dQuan, a zigzag piecewise linear function of M and N. For most configurations in Region I where RI={M/N| dProper < dDecom,} the maximal DoF are the decomposition DoF bound and achieved by the asymptotic IA. For all configurations in Region II where RIIM= {M/N | dProper ≥ dDecom}, the maximal DoF are the quantity DoF bound and achieved by the linear IA. To obtain the tight upper-bound, we propose a unified way to construct genies to help each base station or user resolve the maximal number of interference. According to the feature that the designed genies with the same dimension can derive identical DoF upper-bound, we convert the information theoretic DoF upper-bound problem into a linear algebra problem and obtain the closed-form DoF upper-bound expression. Moreover, we develop a non-iterative linear IA transceiver to achieve the DoF upper-bound for antenna configurations in Region II. The basic principles to derive the DoF upper-bound and design the linear IA transceiver to achieve the DoF upper-bound can be extended into general asymmetric networks.
AB - In this paper, we study the information theoretic maximal degrees of freedom (DoF) for the symmetric multi-input-multi-output (MIMO) interfering broadcast channel (IBC) with arbitrary antenna configurations. For the G-cell K-user M×N MIMO-IBC network, we find that the information theoretic maximal DoF per user are related to three DoF bounds: 1) the decomposition DoF bound dDecom=MN/(M+KN), a lower-bound of asymptotic IA; 2) the proper DoF bound dProper=(M+N)/(GK+1), an upper-bound of linear IA; and 3) the quantity DoF bound dQuan, a zigzag piecewise linear function of M and N. For most configurations in Region I where RI={M/N| dProper < dDecom,} the maximal DoF are the decomposition DoF bound and achieved by the asymptotic IA. For all configurations in Region II where RIIM= {M/N | dProper ≥ dDecom}, the maximal DoF are the quantity DoF bound and achieved by the linear IA. To obtain the tight upper-bound, we propose a unified way to construct genies to help each base station or user resolve the maximal number of interference. According to the feature that the designed genies with the same dimension can derive identical DoF upper-bound, we convert the information theoretic DoF upper-bound problem into a linear algebra problem and obtain the closed-form DoF upper-bound expression. Moreover, we develop a non-iterative linear IA transceiver to achieve the DoF upper-bound for antenna configurations in Region II. The basic principles to derive the DoF upper-bound and design the linear IA transceiver to achieve the DoF upper-bound can be extended into general asymmetric networks.
KW - Interference alignment (IA)
KW - degrees of freedom (DoF)
KW - genie tree
KW - interfering broadcast channel (IBC)
KW - irresolvable and resolvable inter-cell interferences (ICIs)
UR - https://www.scopus.com/pages/publications/84991512368
U2 - 10.1109/TSP.2016.2586747
DO - 10.1109/TSP.2016.2586747
M3 - 文章
AN - SCOPUS:84991512368
SN - 1053-587X
VL - 64
SP - 5914
EP - 5929
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 22
M1 - 7502098
ER -