Cross-Sender Bit-Mixing Coding

被引:2
作者
Bondorf, Steffen [1 ,3 ]
Chen, Binbin [2 ]
Scarlett, Jonathan [3 ]
Yu, Haifeng [3 ]
Zhao, Yuda [3 ,4 ]
机构
[1] NTNU Trondheim, Trondheim, Norway
[2] Adv Digital Sci Ctr, Singapore, Singapore
[3] Natl Univ Singapore, Singapore, Singapore
[4] Advance AI, Singapore, Singapore
来源
IPSN '19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS | 2019年
基金
新加坡国家研究基金会;
关键词
Wireless networks; coding; collision; MULTIPLE-ACCESS; COMMUNICATION;
D O I
10.1145/3302506.3310401
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Scheduling to avoid packet collisions is a long-standing challenge in networking, and has become even trickier in wireless networks with multiple senders and multiple receivers. In fact, researchers have proved that even perfect scheduling can only achieve R = O(1/ln N). Here N is the number of nodes in the network, and R is the medium utilization rate. Ideally, one would hope to achieve R = Theta(1), while avoiding all the complexities in scheduling. To this end, this paper proposes cross-sender bit-mixing coding (BMC), which does not rely on scheduling. Instead, users transmit simultaneously on suitably-chosen slots, and the amount of overlap in different user's slots is controlled via coding. We prove that in all possible network topologies, using BMC enables us to achieve R = Theta(1). We also prove that the space and time complexities of BMC encoding/decoding are all low-order polynomials.
引用
收藏
页码:205 / 216
页数:12
相关论文
共 54 条
[1]   Group Testing Algorithms: Bounds and Simulations [J].
Aldridge, Matthew ;
Baldassini, Leonardo ;
Johnson, Oliver .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (06) :3671-3687
[2]  
Atia G., 2012, IEEE T INFORM THEORY, V58, P3
[3]   Group Testing Schemes From Codes and Designs [J].
Barg, Alexander ;
Mazumdar, Arya .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (11) :7131-7141
[4]   RANDOM MULTIPLE-ACCESS COMMUNICATION AND GROUP-TESTING [J].
BERGER, T ;
MEHRAVARI, N ;
TOWSLEY, D ;
WOLF, J .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1984, 32 (07) :769-779
[5]  
Bondorf Steffen, 2018, ARXIV180704449
[6]  
Bui T., 2017, ARXIV170106989V3
[7]  
Bui T., 2013, INF COMM TECHN EURAS
[8]   Efficient Algorithms for Noisy Group Testing [J].
Cai, Sheng ;
Jahangoshahi, Mohammad ;
Bakshi, Mayank ;
Jaggi, Sidharth .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (04) :2113-2136
[9]  
Censor-Hillel K., 2015, DISC
[10]  
Censor-Hillel Keren, 2012, DISC