Search Results - "Blaszczyszyn, Bartlomiej"
-
1
Performance Analysis of Cellular Networks With Opportunistic Scheduling Using Queueing Theory and Stochastic Geometry
Published in IEEE transactions on wireless communications (01-12-2019)“…Combining stochastic geometric approach with some classical results from queueing theory regarding generalized processor sharing queues, in this paper we…”
Get full text
Journal Article -
2
Gibbsian On-Line Distributed Content Caching Strategy for Cellular Networks
Published in IEEE transactions on wireless communications (01-02-2018)“…In this paper, we develop Gibbs sampling-based techniques for learning the optimal placement of contents in a cellular network. We consider the situation where…”
Get full text
Journal Article -
3
Optimal stationary markings
Published in Stochastic processes and their applications (01-08-2021)“…Many specific problems ranging from theoretical probability to applications in statistical physics, combinatorial optimization and communications can be…”
Get full text
Journal Article -
4
Two-Tier Cellular Networks for Throughput Maximization of Static and Mobile Users
Published in IEEE transactions on wireless communications (01-02-2019)“…In small cell networks, the high mobility of users results in frequent handoff and thus severely restricts the data rate for mobile users (MUs). To alleviate…”
Get full text
Journal Article -
5
Wireless Networks Appear Poissonian Due to Strong Shadowing
Published in IEEE transactions on wireless communications (01-08-2015)“…Geographic locations of cellular base stations sometimes can be well fitted with spatial homogeneous Poisson point processes. In this paper, we make a…”
Get full text
Journal Article -
6
Random Linear Multihop Relaying in a General Field of Interferers Using Spatial Aloha
Published in IEEE transactions on wireless communications (01-07-2015)“…In our basic model, we study a stationary Poisson pattern of nodes on a line embedded in an independent planar Poisson field of interfering nodes. Assuming…”
Get full text
Journal Article -
7
Energy and delay trade-offs of end-to-end vehicular communications using a hyperfractal urban modelling
Published in Annales des télécommunications (01-06-2023)“…We characterise trade-offs between the end-to-end communication delay and the energy in urban vehicular communications with infrastructure assistance. Our…”
Get full text
Journal Article -
8
Particle gradient descent model for point process generation
Published in Statistics and computing (01-06-2022)“…This paper presents a statistical model for stationary ergodic point processes, estimated from a single realization observed in a square window. With existing…”
Get full text
Journal Article -
9
Using Poisson processes to model lattice cellular networks
Published in 2013 Proceedings IEEE INFOCOM (01-01-2013)“…An almost ubiquitous assumption made in the stochastic-analytic approach to study of the quality of user-service in cellular networks is Poisson distribution…”
Get full text
Conference Proceeding -
10
Stochastic analysis of spatial and opportunistic aloha
Published in IEEE journal on selected areas in communications (01-09-2009)“…Spatial Aloha is probably the simplest medium access protocol to be used in a large mobile ad hoc network: each station tosses a coin independently of…”
Get full text
Journal Article -
11
Spatial Disparity of QoS Metrics Between Base Stations in Wireless Cellular Networks
Published in IEEE transactions on communications (01-10-2016)“…The main focus of this paper is to explicitly characterize the disparity of quality of service (QoS) metrics between base stations in large heterogeneous…”
Get full text
Journal Article -
12
A new phase transitions for local delays in MANETs
Published in 2010 Proceedings IEEE INFOCOM (01-03-2010)“…We study a slotted version of the Aloha Medium Access (MAC) protocol in a Mobile Ad-hoc Network (MANET). Our model features transmitters randomly located in…”
Get full text
Conference Proceeding -
13
Clustering and percolation of point processes
Published in Electronic journal of probability (31-07-2013)“…We show that simple, stationary point processes of a given intensity on $\mR^d$, having void probabilities and factorial moment measures smaller than those of…”
Get full text
Journal Article -
14
Quality of Real-Time Streaming in Wireless Cellular Networks - Stochastic Modeling and Analysis
Published in IEEE transactions on wireless communications (01-06-2014)“…We present a new stochastic service model with capacity sharing and interruptions, appropriate for the evaluation of the quality of real-time streaming (e.g…”
Get full text
Journal Article -
15
Statistical learning of geometric characteristics of wireless networks
Published in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications (01-04-2019)“…Motivated by the prediction of cell loads in cellular networks, we formulate the following new, fundamental problem of statistical learning of geometric marks…”
Get full text
Conference Proceeding -
16
Stronger Wireless Signals Appear More Poisson
Published in IEEE wireless communications letters (01-12-2016)“…Keeler et al. recently derived approximation and convergence results, which imply that the point process formed from the signal strengths received by an…”
Get full text
Journal Article -
17
Stochastic Analysis of Non-Slotted Aloha in Wireless Ad-Hoc Networks
Published in 2010 Proceedings IEEE INFOCOM (01-03-2010)“…In this paper we propose two analytically tractable stochastic models of non-slotted Aloha for Mobile Ad-hoc NETworks (MANETs): one model assumes a static…”
Get full text
Conference Proceeding -
18
Optimal geographic caching in cellular networks
Published in 2015 IEEE International Conference on Communications (ICC) (01-06-2015)“…In this work we consider the problem of an optimal geographic placement of content in wireless cellular networks modelled by Poisson point processes…”
Get full text
Conference Proceeding -
19
Optimal paths on the space-time SINR random graph
Published in Advances in applied probability (01-03-2011)“…We analyze a class of signal-to-interference-and-noise-ratio (SINR) random graphs. These random graphs arise in the modeling packet transmissions in wireless…”
Get full text
Journal Article -
20
On a coverage process ranging from the Boolean model to the Poisson–Voronoi tessellation with applications to wireless communications
Published in Advances in applied probability (01-06-2001)“…We define and analyse a random coverage process of the d-dimensional Euclidean space which allows us to describe a continuous spectrum that ranges from the…”
Get full text
Journal Article