Title :
Lattice index coding for the broadcast channel
Author :
Natarajan, Lakshmi ; Yi Hong ; Viterbo, Emanuele
Author_Institution :
Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, VIC, Australia
fDate :
April 26 2015-May 1 2015
Abstract :
The index coding problem involves a sender with K messages to be transmitted across a broadcast channel, and a set of receivers each of which demands a subset of the K messages while having prior knowledge of a different subset as side information. We consider the specific instance of noisy index coding where the broadcast channel is Gaussian and every receiver demands all the messages from the source. We construct lattice index codes for this channel by encoding the K messages individually using K modulo lattice constellations and transmitting their sum modulo a shaping lattice. We introduce a design metric called side information gain that measures the advantage of a code in utilizing the side information at the receivers, and hence its quality as an index code. Based on the Chinese remainder theorem, we then construct lattice index codes for the Gaussian broadcast channel. Among all lattice index codes constructed using any densest lattice of a given dimension, our codes achieve the maximum side information gain.
Keywords :
Gaussian channels; broadcast channels; channel coding; radio receivers; Gaussian broadcast channel; K modulo lattice constellations; broadcast channel; index coding problem; lattice index coding; noisy index coding; side information gain; Constellation diagram; Decoding; Gain measurement; Indexes; Lattices; Receivers; Upper bound; Chinese remainder theorem; Gaussian broadcast channel; index coding; lattice codes; side information;
Conference_Titel :
Information Theory Workshop (ITW), 2015 IEEE
Conference_Location :
Jerusalem
Print_ISBN :
978-1-4799-5524-4
DOI :
10.1109/ITW.2015.7133089