TY - GEN
T1 - Lightweight multiresolution jitter analysis for packet networks
AU - Skurowski, Przemysław
AU - Wójcicki, Robert
PY - 2011
Y1 - 2011
N2 - In the paper we propose a method for multiresolution jitter analysis dedicated to network transmissions where limited resources or heavy workload of devices are common situations. The concept is based on classical Gaussian pyramid - low-pass filtering and subsampling adopted to the specific application by using rectangular filtering and iterative incremental computation of incoming packet measures. The paper demonstrates computational algorithm and its computational complexity analysis for optimistic average and pessimistic scenario. Finally, possible applications of the proposal to network traffic and transmission analysis are demonstrated.
AB - In the paper we propose a method for multiresolution jitter analysis dedicated to network transmissions where limited resources or heavy workload of devices are common situations. The concept is based on classical Gaussian pyramid - low-pass filtering and subsampling adopted to the specific application by using rectangular filtering and iterative incremental computation of incoming packet measures. The paper demonstrates computational algorithm and its computational complexity analysis for optimistic average and pessimistic scenario. Finally, possible applications of the proposal to network traffic and transmission analysis are demonstrated.
KW - Gaussian pyramid
KW - jitter analysis
KW - multiresolution analysis
UR - https://www.scopus.com/pages/publications/79960333367
U2 - 10.1007/978-3-642-21771-5_14
DO - 10.1007/978-3-642-21771-5_14
M3 - Conference contribution
AN - SCOPUS:79960333367
SN - 9783642217708
T3 - Communications in Computer and Information Science
SP - 125
EP - 134
BT - Computer Networks - 18th Conference, CN 2011, Proceedings
T2 - 18th Conference on Computer Networks, CN 2011
Y2 - 14 June 2011 through 18 June 2011
ER -