Add to ORKGIn this paper we develop a simple variant of the belief propagation (BP) algorithm targeted towards reducing the communication cost of broadcast supporting networks such as sensor networks. Our modified algorithm can be proven to achieve identical computation results on each node, while at the same time significantly reducing the number of transmitted messages. Furthermore, the number of computation steps in each node is not increased. We pay in additional storage space, as each node saves the last message received from each of his neighbors
Abstract – Belief propagation (BP) is considered as a prominent information processing framework for...
In this paper, we propose a new inference algorithm, suitable for distributed processing over wirele...
Energy efficiency is an important design criteria for the development of sensor networking protocols...
Algorithms on graphs are used extensively in many applications and research areas. Such applications...
Many distributed inference problems in wireless sensor networks can be represented by probabilistic ...
We study the behavior of the belief-propagation (BP) algorithm affected by erroneous data exchange i...
Energy saving is an important design consideration in wireless sensor networks. In this paper, we an...
Wireless sensor networks are composed of a vast number of ultra-small, fully autonomous computing, c...
Abstract-Wireless sensor networks (WSNs) have attracted a great deal of study due to the low cost of...
The goal of this paper is to design the topology of a wireless sensor network observing a Markov ran...
Abstract: Wireless sensor networks operate in a strict energy constrained environment. This operatio...
Recent rapid technological developments have led to the development of tiny, low-power, low-cost sen...
Abstract-Many algorithms and techniques were proposed to increase the efficiency of Sensor Networks....
As higher performance is demanded in 5G networks, energy consumption in wireless networks increases ...
In this paper, we propose a new inference algorithm, suitable for distributed processing over wirele...
Abstract – Belief propagation (BP) is considered as a prominent information processing framework for...
In this paper, we propose a new inference algorithm, suitable for distributed processing over wirele...
Energy efficiency is an important design criteria for the development of sensor networking protocols...
Algorithms on graphs are used extensively in many applications and research areas. Such applications...
Many distributed inference problems in wireless sensor networks can be represented by probabilistic ...
We study the behavior of the belief-propagation (BP) algorithm affected by erroneous data exchange i...
Energy saving is an important design consideration in wireless sensor networks. In this paper, we an...
Wireless sensor networks are composed of a vast number of ultra-small, fully autonomous computing, c...
Abstract-Wireless sensor networks (WSNs) have attracted a great deal of study due to the low cost of...
The goal of this paper is to design the topology of a wireless sensor network observing a Markov ran...
Abstract: Wireless sensor networks operate in a strict energy constrained environment. This operatio...
Recent rapid technological developments have led to the development of tiny, low-power, low-cost sen...
Abstract-Many algorithms and techniques were proposed to increase the efficiency of Sensor Networks....
As higher performance is demanded in 5G networks, energy consumption in wireless networks increases ...
In this paper, we propose a new inference algorithm, suitable for distributed processing over wirele...
Abstract – Belief propagation (BP) is considered as a prominent information processing framework for...
In this paper, we propose a new inference algorithm, suitable for distributed processing over wirele...
Energy efficiency is an important design criteria for the development of sensor networking protocols...