Sumeetpal S. Singh

4.8k total citations · 1 hit paper
86 papers, 3.1k citations indexed

About

Sumeetpal S. Singh is a scholar working on Artificial Intelligence, Computer Networks and Communications and Statistics and Probability. According to data from OpenAlex, Sumeetpal S. Singh has authored 86 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 62 papers in Artificial Intelligence, 25 papers in Computer Networks and Communications and 15 papers in Statistics and Probability. Recurrent topics in Sumeetpal S. Singh's work include Target Tracking and Data Fusion in Sensor Networks (48 papers), Gaussian Processes and Bayesian Inference (22 papers) and Bayesian Methods and Mixture Models (17 papers). Sumeetpal S. Singh is often cited by papers focused on Target Tracking and Data Fusion in Sensor Networks (48 papers), Gaussian Processes and Bayesian Inference (22 papers) and Bayesian Methods and Mixture Models (17 papers). Sumeetpal S. Singh collaborates with scholars based in United Kingdom, Australia and Canada. Sumeetpal S. Singh's co-authors include Ba‐Ngu Vo, Randal Douc, Vladislav B. Tadić, Nikolas Kantas, Kusha Panta, Christophe Andrieu, Wing‐Kin Ma, Adrian Baddeley, Vikram Krishnamurthy and J.M. Maciejowski and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Automatic Control and Proceedings of the IEEE.

In The Last Decade

Sumeetpal S. Singh

80 papers receiving 2.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Sequential monte carlo methods for multi-target filtering with random finite sets

2005 923 citations Ba‐Ngu Vo, Sumeetpal S. Singh et al. IEEE Transactions on Aerospace and Electronic Systems profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Sumeetpal S. Singh United Kingdom	26	2.4k	759	600	509	503	86	3.1k
Dominic Schuhmacher Switzerland	10	1.8k 0.8×	652 0.9×	685 1.1×	253 0.5×	348 0.7×	25	2.3k
Mónica F. Bugallo United States	23	1.7k 0.7×	876 1.2×	321 0.5×	426 0.8×	777 1.5×	162	2.9k
J.H. Kotecha United States	14	1.6k 0.7×	814 1.1×	446 0.7×	502 1.0×	860 1.7×	29	2.7k
Joaquı́n Mı́guez Spain	21	1.4k 0.6×	853 1.1×	266 0.4×	417 0.8×	693 1.4×	132	2.6k
Mark R. Morelande Australia	27	1.8k 0.8×	631 0.8×	923 1.5×	371 0.7×	389 0.8×	137	2.8k
Sanjeev Arulampalam Australia	20	2.6k 1.1×	697 0.9×	1.2k 2.1×	639 1.3×	699 1.4×	64	3.6k
Chongzhao Han China	25	1.6k 0.7×	714 0.9×	688 1.1×	684 1.3×	316 0.6×	303	2.8k
X. Rong Li United States	26	1.7k 0.7×	492 0.6×	919 1.5×	750 1.5×	382 0.8×	171	2.4k
H.A.P. Blom Netherlands	27	2.5k 1.1×	484 0.6×	1.6k 2.7×	1.3k 2.6×	331 0.7×	145	4.2k
W.D. Blair United States	26	1.9k 0.8×	467 0.6×	1.5k 2.4×	586 1.2×	265 0.5×	204	2.7k

Countries citing papers authored by Sumeetpal S. Singh

Since Specialization

Citations

This map shows the geographic impact of Sumeetpal S. Singh's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sumeetpal S. Singh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sumeetpal S. Singh more than expected).

Fields of papers citing papers by Sumeetpal S. Singh

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sumeetpal S. Singh. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sumeetpal S. Singh. The network helps show where Sumeetpal S. Singh may publish in the future.

Co-authorship network of co-authors of Sumeetpal S. Singh

This figure shows the co-authorship network connecting the top 25 collaborators of Sumeetpal S. Singh. A scholar is included among the top collaborators of Sumeetpal S. Singh based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sumeetpal S. Singh. Sumeetpal S. Singh is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Singh, Sumeetpal S., et al.. (2023). Trace-class Gaussian priors for Bayesian learning of neural networks with MCMC. Journal of the Royal Statistical Society Series B (Statistical Methodology). 85(1). 46–66. 1 indexed citations

Hirsch, Michael, Ji Won Yoon, Daniel J. Rolfe, et al.. (2019). A global sampler of single particle tracking solutions for single molecule microscopy. PLoS ONE. 14(10). e0221865–e0221865. 1 indexed citations

Jiang, Lan & Sumeetpal S. Singh. (2017). Tracking multiple moving objects in images using Markov Chain Monte Carlo. Statistics and Computing. 28(3). 495–510. 1 indexed citations

Jiang, Lan, et al.. (2014). A new particle filtering algorithm for multiple target tracking with non-linear observations. Cambridge University Engineering Department Publications Database. 1–8. 1 indexed citations

Singh, Sumeetpal S., et al.. (2014). Parameter Estimation in Hidden Markov Models With Intractable Likelihoods Using Sequential Monte Carlo. Journal of Computational and Graphical Statistics. 24(3). 846–865. 15 indexed citations

Singh, Sumeetpal S., et al.. (2012). A Monte Carlo expectation maximisation algorithm for multiple target tracking. Cambridge University Engineering Department Publications Database. 1 indexed citations

Douc, Randal, et al.. (2011). Particle approximations of the score and observed information matrix in state space models with application to parameter estimation. Biometrika. 98(1). 65–80. 117 indexed citations

Gupta, Ashutosh, S. Magill, Andrey Rybalchenko, et al.. (2009). Finding heap-bounds for hardware synthesis. 124. 205–212. 14 indexed citations

Panta, Kusha, Ba‐Ngu Vo, & Sumeetpal S. Singh. (2007). Novel data association schemes for the probability hypothesis density filter. IEEE Transactions on Aerospace and Electronic Systems. 43(2). 556–570. 118 indexed citations

10.

Vo, Ba‐Ngu, Wing‐Kin Ma, & Sumeetpal S. Singh. (2006). Localizing an Unknown Time-varying Number of Speakers: A Bayesian Random Finite Set Approach. 4. 1073–1076. 8 indexed citations

11.

Briers, Mark, Randal Douc, & Sumeetpal S. Singh. (2005). Sequential auxiliary particle belief propagation. 8 pp.–8 pp.. 39 indexed citations

12.

Singh, Sumeetpal S., Nikolas Kantas, Ba‐Ngu Vo, Randal Douc, & Robin J. Evans. (2005). On the convergence of a two timescale stochastic optimisation algorithm for optimal observer trajectory planning. Cambridge University Engineering Department Publications Database. 1 indexed citations

13.

Singh, Sumeetpal S., et al.. (2005). Novel particle filter methods for recursive and batch maximum likelihood parameter estimation in general states space models. Cambridge University Engineering Department Publications Database. 15 indexed citations

14.

Singh, Sumeetpal S., Ba‐Ngu Vo, Robin J. Evans, & Randal Douc. (2004). Variance Reduction for Monte Carlo Implementation of Adaptive Sensor Management. Cambridge University Engineering Department Publications Database. 5 indexed citations

15.

Panta, Kusha, Ba‐Ngu Vo, Sumeetpal S. Singh, & Randal Douc. (2004). Probability hypothesis density filter versus multiple hypothesis tracking. Cambridge University Engineering Department Publications Database. 50 indexed citations

16.

Andrieu, Christophe, Randal Douc, Sumeetpal S. Singh, & Vladislav B. Tadić. (2004). Particle Methods for Change Detection, System Identification, and Control. Proceedings of the IEEE. 92(3). 423–438. 227 indexed citations

17.

Panta, Kusha, Ba‐Ngu Vo, Sumeetpal S. Singh, & Randal Douc. (2004). <title>Probability hypothesis density filter versus multiple hypothesis tracking</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 5429. 284–295. 35 indexed citations

18.

Vo, Ba‐Ngu, Sumeetpal S. Singh, & Randal Douc. (2004). Random finite sets and sequential Monte Carlo methods in multi-target tracking. 486–491. 28 indexed citations

19.

Krishnamurthy, Vikram & Sumeetpal S. Singh. (2002). Sequential paging of mobile users in GSM cellular networks-a POMDP approach. 1. 182–187. 4 indexed citations

20.

Singh, Sumeetpal S., Vikram Krishnamurthy, & H. Vincent Poor. (2002). Integrated voice/data call admission control for wireless DS-CDMA systems. IEEE Transactions on Signal Processing. 50(6). 1483–1495. 57 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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