TY - JOUR
T1 - A QoS-Oriented High-Efficiency Resource Allocation Scheme in Wireless Multimedia Sensor Networks
AU - Guo, Lei
AU - Ning, Zhaolong
AU - Song, Qingyang
AU - Zhang, Lu
AU - Jamalipour, Abbas
PY - 2017/3/1
Y1 - 2017/3/1
N2 - Deadline constrained packet scheduling and transmission are important in real-time multimedia applications. This is because packets missing their deadlines would become useless and are frequently dropped, which seriously degrade the quality of service (QoS). As the utilization of Internet of Things has become mature, multimedia data transmission is a key component to promote the QoS of citizens. To fulfill the QoS requirement in wireless sensor networks (WSNs) with multimedia content, the combination of multiple transmission methods is encouraged for packet forwarding, including conventional network coding, analog network coding, plain routing, and direct transmission (i.e., no-relaying, NR). The diversity of transmission method is helpful to lower packet dropping probability, while complicating the packet transmitting and scheduling process instead. Therefore, we first introduce an exhaustive search method to obtain the optimal scheduling sequence and corresponding transmission method for deadline constrained multimedia transmissions in WSNs. With the objective of promoting computing efficiency for the formulated problem, we then propose two heuristic methods based on the Markov chain approximation and the dynamic graph, respectively. Simulation results illustrate that our methods can effectively reduce packet dropping probability and simulation time, so that QoS of individuals can be promoted.
AB - Deadline constrained packet scheduling and transmission are important in real-time multimedia applications. This is because packets missing their deadlines would become useless and are frequently dropped, which seriously degrade the quality of service (QoS). As the utilization of Internet of Things has become mature, multimedia data transmission is a key component to promote the QoS of citizens. To fulfill the QoS requirement in wireless sensor networks (WSNs) with multimedia content, the combination of multiple transmission methods is encouraged for packet forwarding, including conventional network coding, analog network coding, plain routing, and direct transmission (i.e., no-relaying, NR). The diversity of transmission method is helpful to lower packet dropping probability, while complicating the packet transmitting and scheduling process instead. Therefore, we first introduce an exhaustive search method to obtain the optimal scheduling sequence and corresponding transmission method for deadline constrained multimedia transmissions in WSNs. With the objective of promoting computing efficiency for the formulated problem, we then propose two heuristic methods based on the Markov chain approximation and the dynamic graph, respectively. Simulation results illustrate that our methods can effectively reduce packet dropping probability and simulation time, so that QoS of individuals can be promoted.
KW - Adaptive transmission
KW - packet dropping
KW - QoS
KW - scheduling
UR - http://www.scopus.com/inward/record.url?scp=85014967184&partnerID=8YFLogxK
U2 - 10.1109/JSEN.2016.2645709
DO - 10.1109/JSEN.2016.2645709
M3 - Article
AN - SCOPUS:85014967184
SN - 1530-437X
VL - 17
SP - 1538
EP - 1548
JO - IEEE Sensors Journal
JF - IEEE Sensors Journal
IS - 5
M1 - 7801019
ER -