166 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of BelgradeRS39 papers
- Ghent UniversityBE27 papers
- Serbian Academy of Sciences and ArtsRS27 papers
- BioSense InstituteRS20 papers
- Mathematical Institute of the Serbian Academy of Sciences and Arts19 papers
- Ss. Cyril and Methodius University in SkopjeMK18 papers
- University of OxfordGB15 papers
- High Energy Accelerator Research OrganizationJP13 papers
- University of LisbonPT13 papers
- University of WarwickGB13 papers
- Centre National de la Recherche ScientifiqueFR12 papers
- Fermi National Accelerator LaboratoryUS12 papers
45 papers · 1 filter
Sensing Assisted Satellite Backhaul with FBL UL and Broadcast DL for Massive IoT
Tijana Devaja, Milica Petkovic, Israel Leyva-Mayorga +2
Massive Internet of Things (IoT) networks operate with short packets whose reliability is limited by finite block- length (FBL) effects, while remote deployments increasingly rely…
Tackling heavy-tailed noise in distributed estimation: Asymptotic performance and tradeoffs
Dragana Bajovic, Dusan Jakovetic, Soummya Kar +1
We present an algorithm for distributed estimation of an unknown vector parameter in the presence of heavy-tailed observation and communicatio…
Gilbert-Varshamov Bound for Codes in Metric using Multivariate Analytic Combinatorics
Keshav Goyal, Duc Tu Dao, Mladen Kovačević +1
Analytic combinatorics in several variables refers to a suite of tools that provide sharp asymptotic estimates for certain combinatorial quantities. In this paper, we apply these t…
Vector Multispaces and Multispace Codes
Mladen Kovačević
Basic algebraic and combinatorial properties of finite vector spaces in which individual vectors are allowed to have multiplicities larger than are derived. An application in…
SISO Decoding of Z4 Linear Kerdock and Preparata Codes
Aleksandar Minja, Vojin Šenk
Some nonlinear codes, such as Kerdock and Preparata codes, can be represented as binary images under the Gray map of linear codes over rings. This paper introduces MAP decoding of…
An Information-Theoretic Analog of the Twin Paradox
Mladen Kovačević, Iosif Pinelis, Marios Kountouris
We revisit the familiar scenario involving two parties in relative motion, in which Alice stays at rest while Bob goes on a journey at speed along an arbitrary trajectory and…
Error Rate and Ergodic Capacity of RF-FSO System with Partial Relay Selection in the Presence of Pointing Errors
Milica I. Petkovic, Imran Shafique Ansari, Goran T. Djordjevic +1
This paper presents an analysis of a multiple dual-hop relaying system, which is composed of km-class radio frequency (RF)-free-space optical (FSO) links. Partial relay selection b…
Exact Outage Probability Analysis of the Mixed RF/FSO System With Variable-Gain Relays
Milica I. Petkovic, Zeljen Trpovski
This paper presents a unified analysis of the mixed radio-frequency (RF)/free-space optics (FSO) relaying system, with multiple variable-gain amplify-and-forward relays. The partia…
Optimal Error-Detecting Codes for General Asymmetric Channels via Sperner Theory
Mladen Kovačević, Dejan Vukobratović
Several communication models that are of relevance in practice are asymmetric in the way they act on the transmitted "objects". Examples include channels in which the amplitudes of…
Reliability Analysis of Slotted Aloha with Capture for an OWC-based IoT system
Milica Petkovic, Tijana Devaja, Dejan Vukobratovic +2
In this article, we consider a random access scheme for an indoor Internet of Things (IoT) framework that uses optical wireless communication (OWC). We focus on a Slotted ALOHA (SA…
Asymptotic Behavior and Typicality Properties of Runlength-Limited Sequences
Mladen Kovačević, Dejan Vukobratović
This paper studies properties of binary runlength-limited sequences with additional constraints on their Hamming weight and/or their number of runs of identical symbols. An algebra…
Deep Learning Based Packet Detection and Carrier Frequency Offset Estimation in IEEE 802.11ah
Vukan Ninkovic, Aleksandar Valka, Dejan Dumic +1
Wi-Fi systems based on the IEEE 802.11 standards are the most popular wireless interfaces that use Listen Before Talk (LBT) method for channel access. The distinctive feature of a…
On the Maximum Number of Non-Confusable Strings Evolving Under Short Tandem Duplications
Mladen Kovačević
The set of all -ary strings that do not contain repeated substrings of length (i.e., that do not contain substrings of the form , , and $ a…
Observability Analysis for Large-Scale Power Systems Using Factor Graphs
Mirsad Cosovic, Muhamed Delalic, Darijo Raca +1
The state estimation algorithm estimates the values of the state variables based on the measurement model described as the system of equations. Prior to applying the state estimati…
Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models
M. Cosovic, T. Devaja, D. Bajovic +5
Lighting systems based on light-emitting diodes (LEDs) possess many benefits over their incandescent counterparts including longer lifespans, lower energy costs, better quality of…
Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel
Yuta Sakai, Vincent Y. F. Tan, Mladen Kovačević
The paper derives the optimal second-order coding rate for the continuous-time Poisson channel. We also obtain bounds on the third-order coding rate. This is the first instance of…
Zero-Error Capacity of Duplication Channels
Mladen Kovačević
This paper is concerned with the problem of error-free communication over the i.i.d. duplication channel which acts on a transmitted sequence by inserting a rand…
Fundamental Limits of Communication Over State-Dependent Channels With Feedback
Mladen Kovačević, Carol Wang, Vincent Y. F. Tan
The fundamental limits of communication over state-dependent discrete memoryless channels with noiseless feedback are studied, under the assumption that the communicating parties a…
A Unification and Generalization of Exact Distributed First Order Methods
Dusan Jakovetic
Recently, there has been significant progress in the development of distributed first order methods. (At least) two different types of methods, designed from very different perspec…
Cooperative Slotted ALOHA for Massive M2M Random Access Using Directional Antennas
Aleksandar Mastilovic, Dejan Vukobratovic, Dusan Jakovetic +1
Slotted ALOHA (SA) algorithms with Successive Interference Cancellation (SIC) decoding have received significant attention lately due to their ability to dramatically increase the…
5G Mobile Cellular Networks: Enabling Distributed State Estimation for Smart Grids
Mirsad Cosovic, Achilleas Tsitsimelis, Dejan Vukobratovic +2
With transition towards 5G, mobile cellular networks are evolving into a powerful platform for ubiquitous large-scale information acquisition, communication, storage and processing…
Distributed Gauss-Newton Method for State Estimation Using Belief Propagation
Mirsad Cosovic, Dejan Vukobratovic
We present a novel distributed Gauss-Newton method for the non-linear state estimation (SE) model based on a probabilistic inference method called belief propagation (BP). The main…
CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT
Dejan Vukobratovic, Dusan Jakovetic, Vitaly Skachek +5
In forthcoming years, the Internet of Things (IoT) will connect billions of smart devices generating and uploading a deluge of data to the cloud. If successfully extracted, the kno…
State Estimation in Electric Power Systems Using Belief Propagation: An Extended DC Model
Mirsad Cosovic, Dejan Vukobratovic
In this paper, we model an extended DC state estimation (SE) in an electric power system as a factor graph (FG) and solve it using belief propagation (BP) algorithm. The DC model c…