20022020

Research output per year

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Research Output

2014

Bayesian model selection and parameter estimation in penalized regression model using SMC samplers

Nguyen, T. L. T., Septier, F., Peters, G. W. & Delignon, Y., 8 May 2014, 21st European Signal Processing Conference (EUSIPCO 2013). IEEE, 6811777

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Communications meets copula modeling: Non-standard dependence features in wireless fading channels

Peters, G. W., Myrvoll, T. A., Matsui, T., Nevat, I. & Septier, F., 4 Dec 2014, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP) . IEEE, p. 1224-1228

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Distributed Detection in Sensor Networks Over Fading Channels With Multiple Antennas at the Fusion Centre

Nevat, I., Peters, G. W. & Collings, I. B., 1 Feb 2014, In : IEEE Transactions on Signal Processing. 62, 3, p. 671-683

Research output: Contribution to journalArticle

42 Citations (Scopus)

Distributed event detection in sensor networks under random spatial deployment

Zhang, P., Peters, G., Nevat, I., Xiao, G. & Tan, H-P., 20 Nov 2014, 2014 IEEE Military Communications Conference. IEEE, p. 623-629 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Distributional upper bound on the interference in spatial wireless multiuser ultrawideband communication systems

Peters, G. W., Nevat, I., Clavier, L. & Septier, F., May 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . IEEE, p. 5764-5768

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improving SMC sampler estimate by recycling all past simulated particles

Nguyen, T. L. T., Septier, F., Peters, G. W. & Delignon, Y., 28 Aug 2014, 2014 IEEE Workshop on Statistical Signal Processing (SSP). IEEE, p. 117-120 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Interspecific relationships and environmentally driven catchabilities estimated from fisheries data

Hosack, G. R., Peters, G. W. & Ludsin, S. A., Mar 2014, In : Canadian Journal of Fisheries and Aquatic Sciences. 71, 3, p. 447-463 17 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Joint Channel and Doppler Offset Estimation in Dynamic Cooperative Relay Networks

Nevat, I., Peters, G. W., Doucet, A. & Yuan, J., Dec 2014, In : IEEE Transactions on Wireless Communications. 13, 12, p. 6570-6579

Research output: Contribution to journalArticle

5 Citations (Scopus)

Modelling threshold exceedence levels for spatial stochastic processes observed by sensor networks

Peters, G., Nevat, I., Lin, S. & Matsui, T., 9 Jun 2014, 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP). IEEE, p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

NEPS: “Narrowband Efficient Positioning System” for delivering resource efficient GNSS receivers

Nevat, I., Eger, O., Peters, G. & Septier, F., 9 Jun 2014, 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Optimal Information-Theoretic Wireless Location Verification

Yan, S., Malaney, R., Nevat, I. & Peters, G. W., Sep 2014, In : IEEE Transactions on Vehicular Technology. 63, 7, p. 3410-3422 13 p.

Research output: Contribution to journalArticle

34 Citations (Scopus)

Parameter Estimation for Hidden Markov Models with Intractable Likelihoods

Dean, T. A., Singh, S. S., Jasra, A. & Peters, G. W., Dec 2014, In : Scandinavian Journal of Statistics. 41, 4, p. 970-987 18 p.

Research output: Contribution to journalArticle

24 Citations (Scopus)

Signal strength based wireless Location Verification under spatially correlated shadowing

Yan, S., Malaney, R., Nevat, I. & Peters, G. W., 28 Aug 2014, 2014 IEEE International Conference on Communications (ICC). IEEE, p. 2617-2623 7 p. (International Conference on Communications (ICC)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Survival models for the duration of bid-ask spread deviations

Panayi, E. & Peters, G., 16 Oct 2014, 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr). IEEE, p. 9-16 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Timing information in wireless communications and optimal location verification frameworks

Yan, S., Malaney, R., Nevat, I. & Peters, G. W., Feb 2014, 2014 Australian Communications Theory Workshop (AusCTW), 3-5 Feb. 2014. IEEE, p. 144-149

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)
2013

Adaptive Markov chain Monte Carlo forward projection for statistical analysis in epidemic modelling of human papillomavirus

Korostil, I. A., Peters, G. W., Cornebise, J. & Regan, D. G., 20 May 2013, In : Statistics in Medicine. 32, 11, p. 1917-1953

Research output: Contribution to journalArticle

10 Citations (Scopus)

An Introduction to Stochastic Particle Integration Methods: With Applications to Risk and Insurance

Del Moral, P., Peters, G. W. & Vergé, C., 8 Nov 2013, Monte Carlo and Quasi-Monte Carlo Methods 2012. : Springer Proceedings in Mathematics & Statistics. Springer, Vol. 65. p. 39-81 Chapter 3. (Monte Carlo and Quasi-Monte Carlo Methods 2012; vol. 65).

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Bayesian filtering with intractable likelihood using sequential MCMC

Septier, F., Peters, G. W. & Nevat, I., 21 Oct 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE, p. 6313-6317 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Calibration and Filtering for Multi Factor Commodity Models with Seasonality: Incorporating Panel Data from Futures Contracts

Peters, G. W., Briers, M., Shevchenko, P. & Doucet, A., 1 Dec 2013, In : Methodology and Computing in Applied Probability. 15, 4, p. 841-874

Research output: Contribution to journalArticle

7 Citations (Scopus)

Estimation of correlated and quantized spatial random fields in wireless sensor networks

Nevat, I., Peters, G. W. & Collings, I. B., Jun 2013, 2013 IEEE International Conference on Communications (ICC). IEEE, p. 1931-1935

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feynman-Kac Particle Integration with Geometric Interacting Jumps

Del Moral, P., Jacob, P. E., Lee, A., Murray, L. & Peters, G. W., 3 Sep 2013, In : Stochastic Analysis and Applications. 31, 5, p. 830-871

Research output: Contribution to journalArticle

5 Citations (Scopus)

Herd immunity effect of the HPV vaccination program in Australia under different assumptions regarding natural immunity against re-infection

Korostil, I. A., Peters, G. W., Law, M. G. & Regan, D. G., 8 Apr 2013, In : Vaccine. 31, 15, p. 1931-1936 6 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

HPV Modelling Goes Bayesian: Inference via Advanced Markov Chain Monte Carlo Methods

Peters, G. W., Korotsil, I. & Regan, D., 2013, Handbook on Human Papillomavirus: Prevalence, Detection and Management. Nova Science Publishers, p. 453-526 74 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Localization in mobile wireless sensor networks via sequential global optimization

Nevat, I., Peters, G. W. & Collings, I. B., 11 Dec 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). IEEE, p. 281-285 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

53 Citations (Scopus)

Modeling head-related transfer functions via spatial-temporal Gaussian process

Komatsu, T., Nishino, T., Peters, G. W., Matsui, T. & Takeda, K., 21 Oct 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE, p. 301-305 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Modeling room impulse response via composites of spatial-temporal Gaussian processes

Komatsu, T., Peters, G., Matsui, T., Nevat, I. & Takeda, K., 2 Jun 2013, In : Proceedings of Meetings on Acoustics. 19, 1, 040098.

Research output: Contribution to journalConference article

Monte Carlo and Quasi-Monte Carlo Methods 2012

Dick, J. (ed.), Kuo, F. Y. (ed.), Peters, G. W. (ed.) & Sloan, I. (ed.), 2013, 1 ed. Springer. 686 p. (Springer Proceedings in Mathematics & Statistics; vol. 65)

Research output: Book/ReportBook

2 Citations (Scopus)

Opportunistic network coding for two-way relay fading channels

Ding, N., Nevat, I., Peters, G. W. & Yuan, J., 7 Nov 2013, 2013 IEEE International Conference on Communications (ICC). IEEE, p. 5980-5985 6 p. (International Conference on Communications (ICC)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Random Field Reconstruction With Quantization in Wireless Sensor Networks

Nevat, I., Peters, G. W. & Collings, I. B., 1 Dec 2013, In : IEEE Transactions on Signal Processing. 61, 23, p. 6020-6033

Research output: Contribution to journalArticle

32 Citations (Scopus)

Severe uncertainty and info-gap decision theory

Hayes, K. R., Barry, S. C., Hosack, G. R. & Peters, G. W., Jul 2013, In : Methods in Ecology and Evolution. 4, 7, p. 601-611 11 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Understanding operational risk capital approximations: First and second orders

Peters, G., Targino, R. & Shevchenko, P., 1 Jan 2013, In : Journal of Governance and Regulation. 2, 3

Research output: Contribution to journalArticle

2012

An information theoretic Location Verification System for wireless networks

Yan, S., Malaney, R., Nevat, I. & Peters, G. W., Dec 2012, 2012 IEEE Global Communications Conference (GLOBECOM). IEEE, p. 5415-5420

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Blind spectrum sensing in cognitive radio over fading channels and frequency offsets

Nevat, I., Peters, G. W. & Yuan, J., Apr 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC) . IEEE, p. 1039-1043

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Estimating density dependence and latent population trajectories with unknown observation error: Estimating unknown observation error

Hosack, G. R., Peters, G. W. & Hayes, K. R., 1 Dec 2012, In : Methods in Ecology and Evolution. 3, 6, p. 1028-1038

Research output: Contribution to journalArticle

8 Citations (Scopus)

Likelihood-free Bayesian inference for α-stable models

Peters, G. W., Sisson, S. A. & Fan, Y., Nov 2012, In : Computational Statistics and Data Analysis. 56, 11, p. 3743-3756

Research output: Contribution to journalArticle

25 Citations (Scopus)

Location-aware cooperative spectrum sensing via Gaussian Processes

Nevat, I., Peters, G. W. & Collings, I. B., 9 Mar 2012, 2012 Australian Communications Theory Workshop (AusCTW). IEEE, p. 19-24 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Modeling Extreme Risks in Ecology

Burgman, M., Franklin, J., Hayes, K. R., Hosack, G. R., Peters, G. W. & Sisson, S. A., Nov 2012, In : Risk Analysis. 32, 11, p. 1956-1966 11 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

On sequential Monte Carlo, partial rejection control and approximate Bayesian computation

Peters, G. W., Fan, Y. & Sisson, S. A., Nov 2012, In : Statistics and Computing. 22, 6, p. 1209-1222 14 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)

Rank estimation in cointegrated vector auto-regression models via automated Trans-dimensional Markov chain Monte Carlo

Peters, G. W., Lasscock, B. & Balakrishnan, K., 23 Jan 2012, 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). IEEE, p. 41-44 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Receiver study for cooperative communications in convolved additive α-stable interference plus Gaussian thermal noise

Gu, W., Peters, G., Clavier, L., Septier, F. & Nevat, I., 25 Oct 2012, 2012 International Symposium on Wireless Communication Systems (ISWCS). IEEE, p. 451-455 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

System Identification in Wireless Relay Networks Via a Gaussian Process

Peters, G. W., Nevat, I., Yuan, J. & Collings, I. B., Nov 2012, In : IEEE Transactions on Vehicular Technology. 61, 9, p. 3969-3983

Research output: Contribution to journalArticle

2 Citations (Scopus)

System identification in wireless relay networks via Gaussian process Iterated Conditioning on the Modes estimation

Nevat, I., Peters, G. W., Yuan, J. & Collings, I. B., Apr 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, p. 369-374 (IEEE Wireless Communications and Networking Conference.).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2011
14 Citations (Scopus)

Bayesian Cointegrated Vector Autoregression Models Incorporating alpha-stable Noise for Inter-day Price Movements Via Approximate Bayesian Computation

Peters, G. W., Kannan, B., Lasscock, B., Mellen, C. & Godsill, S., 1 Dec 2011, In : Bayesian Analysis. 6, 4, p. 755-792

Research output: Contribution to journalArticle

7 Citations (Scopus)

Channel Tracking in Relay Systems via Particle MCMC

Nevat, I., Peters, G. W. & Yuan, J., 6 Sep 2011, 2011 IEEE Vehicular Technology Conference (VTC Fall). IEEE, p. 1-5 (IEEE Vehicular Technology Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Impact of insurance for operational risk: Is it worthwhile to insure or be insured for severe losses?

Peters, G. W., Byrnes, A. D. & Shevchenko, P. V., 1 Mar 2011, In : Insurance: Mathematics and Economics. 48, 2, p. 287-303

Research output: Contribution to journalArticle

14 Citations (Scopus)

Spectrum sensing in cooperative cognitive networks with partial CSI

Nevat, I., Han, C., Peters, G. W. & Yuan, J., 29 Jul 2011, 2011 IEEE Statistical Signal Processing Workshop (SSP). IEEE, p. 373-376 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2010

A Note on Target Distribution Ambiguity for Likelihood-Free Samplers (ABC)

Sisson, S., Peters, G., Briers, M. & Fan, Y., 28 May 2010, arXiv.

Research output: Working paper

Bayesian Symbol Detection in Wireless Relay Networks via Likelihood-Free Inference

Peters, G. W., Nevat, I., Sisson, S. A., Fan, Y. & Yuan, J., 1 Oct 2010, In : IEEE Transactions on Signal Processing. 58, 10, p. 5206-5218

Research output: Contribution to journalArticle

6 Citations (Scopus)