Protograph LDPC Code Design for Asynchronous Random Access

被引:4
|
作者
Clazzer, Federico [1 ]
Matuz, Balazs [1 ]
Jayasooriya, Sachini [2 ]
Shirvanimoghaddam, Mahyar [3 ]
Johnson, Sarah J. [2 ]
机构
[1] German Aerosp Ctr DLR, Inst Commun & Nav, D-82234 Wessling, Germany
[2] Univ Newcastle, Sch Elect Engn & Comp, Univ Dr, Callaghan, NSW 2308, Australia
[3] Univ Sydney, Ctr IoT & Telecommun, Sch Elect & Informat Engn, Darlington, NSW 2006, Australia
关键词
medium access control; grant-free access; unequal error protection; successive interference cancellation; physical layer simulations; quantized density evolution; Gaussian interference channel; PARITY-CHECK CODES; SLOTTED ALOHA; CRDSA;
D O I
10.3390/a12080170
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work addresses the physical layer channel code design for an uncoordinated, frame- and slot-asynchronous random access protocol. Starting from the observation that collisions between two users yield very specific interference patterns, we define a surrogate channel model and propose different protograph low-density parity-check code designs. The proposed codes are both tested in a setup where the physical layer is abstracted, as well as on a more realistic channel model, where finite-length physical layer simulations of the entire asynchronous random access scheme, including decoding, are carried out. We find that the abstracted physical layer model overestimates the performance when short blocks are considered. Additionally, the optimized codes show gains in supported channel traffic, a measure of the number of terminals that can be concurrently accommodated on the channel, of around 17% at a packet loss rate of 10-2 w.r.t. off-the-shelf codes.
引用
收藏
页数:23
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