28 citations · 29 across the 6 of their papers we have counts for
10 papers
Modeling and Mitigating Errors in Belief Propagation for Distributed Detection
Younes Abdi, Tapani Ristaniemi
We study the behavior of the belief-propagation (BP) algorithm affected by erroneous data exchange in a wireless sensor network (WSN). The WSN conducts a distributed binary hypothe…
Optimization of the Belief-Propagation Algorithm for Distributed Detection by Linear Data-Fusion Techniques
Younes Abdi, Tapani Ristaniemi
In this paper, we investigate distributed inference schemes, over binary-valued Markov random fields, which are realized by the belief propagation (BP) algorithm. We first show tha…
The Max-Product Algorithm Viewed as Linear Data-Fusion: A Distributed Detection Scenario
Younes Abdi, Tapani Ristaniemi
In this paper, we disclose the statistical behavior of the max-product algorithm configured to solve a maximum a posteriori (MAP) estimation problem in a network of distributed age…
Secrecy Analysis and Learning-based Optimization of Cooperative NOMA SWIPT Systems
Furqan Jameel, Wali Ullah Khan, Zheng Chang +2
Non-orthogonal multiple access (NOMA) is considered to be one of the best candidates for future networks due to its ability to serve multiple users using the same resource block. A…
Internet of Autonomous Vehicles: Architecture, Features, and Socio-Technological Challenges
Furqan Jameel, Zheng Chang, Jun Huang +1
Mobility is the backbone of urban life and a vital economic factor in the development of the world. Rapid urbanization and the growth of mega-cities is bringing dramatic changes in…
Simultaneous Harvest-and-Transmit Ambient Backscatter Communications under Rayleigh Fading
Furqan Jameel, Tapani Ristaniemi, Imran Khan +1
Ambient backscatter communications is an emerging paradigm and a key enabler for pervasive connectivity of low-powered wireless devices. It is primarily beneficial in the Internet…