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On packet loss modeling: An empirical assessment
2017 8th International Conference on the Network of the Future (NOF), 2017Accurately modeling the packet loss behavior of network components is a longstanding problem due to the impact of loss on quality of service (QoS) management and optimization strategies for real-time multimedia applications. Although a few models have been proposed in the literature with the purpose of estimating the statistical behavior of packet loss
Alfonso Iacovazzi +2 more
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Packet scheduling with delay and loss differentiation
Computer Communications, 2002To support quality of service over the Internet, the Differentiated Services model has been proposed recently by the IETF. In the Differentiated Services model, flows with similar qualities of service (QoS) requirements are aggregated into classes in order to counter the scalability problem faced by the Integrated Services model.
Aaron Striegel, G. Manimaran
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Bayesian packet loss detection for TCP
Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies., 2005One of TCP's critical tasks is to determine which packets are lost in the network, as a basis for control actions (flow control and packet retransmission). Modern TCP implementations use two mechanisms: timeout, and fast retransmit. Detection via timeout is necessarily a time-consuming operation; fast retransmit, while much quicker, is only effective ...
Fonseca, Nahur, Crovella, Mark
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WaveNetEQ — Packet Loss Concealment with WaveRNN
2020 54th Asilomar Conference on Signals, Systems, and Computers, 2020We present WaveNetEQ, a novel packet loss concealment method based on a WaveRNN architecture. The model is conditioned on a log-mel spectrogram of the past signal to extract slow moving features, like voice characteristics and prosody and achieves significantly better quality than pattern based methods for medium and long term packet loss.
Florian Stimberg +7 more
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Packet reassembly during cell loss
IEEE Network, 1993Asynchronous transfer mode (ATM) is a packet switched data transport system based on short, fixed length cells. Each cell carries a virtual channel indicator (VCI) and virtual path indicator (VPI) in its header. Essential to the services offered by the ATM networks is the ATM adaptation layer (AAL), an ITU-TSS defined layer that adapts the cell-based ...
Grenville Armitage, Keith M. Adams
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Characterizing Packet Losses in Vehicular Networks
IEEE Transactions on Vehicular Technology, 2019To enable testing and performance evaluation of new connected and autonomous driving functions, it is important to characterize packet losses caused by degradation in vehicular (V2X) communication channels. In this paper we suggest an approach to constructing packet loss models based on the so-called Pseudo-Markov chains (PMC).
Irina E. Bocharova +6 more
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Modeling Packet Losses in Communication Networks
2019 IEEE International Symposium on Information Theory (ISIT), 2019An approach to constructing discrete models of packet losses suitable for a wide variety of communication network applications is studied. It is based on estimating parameters of probabilistic automata described via so-called pseudo-Markov chains. The new technique is applied both to approximating a discrete time analog process at the output of known ...
Irina E. Bocharova +6 more
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On-line Packet Loss Rate Estimation
2005 IEEE 16th International Symposium on Personal, Indoor and Mobile Radio Communications, 2006A key requirement for ease of migration from legacy to ambient networks is the elimination of dependencies between functionalities. Currently, in the case of designs for QoS and mobility in IP networks, it is apparent that there is a strong coupling between the two functions.
Dan He +4 more
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LQG control with Markovian packet loss
2013 European Control Conference (ECC), 2013This paper is concerned with the optimal LQG control of a system through lossy data networks. In particular we will focus on the case where control commands are issued to the system over a communication network where packets may be randomly dropped according to a two-state Markov chain. Under these assumptions, the optimal finite-horizon LQG problem is
Yilin Mo +2 more
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2017
Transmission over real-world networks will occasionally suffer from transmission errors, which can significantly deteriorate the perceived quality of a speech codec. This chapter addresses the problem of transmission errors in packet based voice applications, such as voice over Internet protocol (VoIP).
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Transmission over real-world networks will occasionally suffer from transmission errors, which can significantly deteriorate the perceived quality of a speech codec. This chapter addresses the problem of transmission errors in packet based voice applications, such as voice over Internet protocol (VoIP).
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