July 19, 2026 • 2 hours
College of Science and Engineering (CSE),
Flinders University, Adelaide, Australia
(Retd.) Australian Defence Science and Technology Group,
EDINBURGH SA 5111. Australia
Radar detection of Small Targets (low observables) and low RCS (Radar Cross section) targets (e.g small boats, periscope, drones etc) submerged in Sea clutter,has always been a challenge in modern times. But there is always a critical requirement to detect intruders (slow moving small boats) entering the territorial waters, UAVs (Unmanned Aviation Vehicles) over land and sea involved in EW assignments, detection of submarine periscopes exposed just above the water surface etc. Also, recently birds flying low at critical heights above the ground, have become potential aviation safety hazards too, during aircraft takeoff and landing periods. These targets (birds) have significantly low RCS with weak reflected/scattered power, masked by strong correlated sea clutter (at high sea states) /inherent ground clutter returns. Hence, extracting such weaker, unpredictable and unstable target returns amidst strong clutter background require efficient, reliable and robust Small Target detection methods and techniques.
The small moving targets exhibit low Doppler frequencies and conventional Doppler detection processes used in surveillance systems may not always be useful due to dwell length limitations to get sufficient Doppler information with sea returns exhibiting the same velocity range as that of the targets of interest. To alleviate such hurdles in doppler processing we have other options open to us like various Track- before-detect (TkBD) methods e.g Dynamic programming, Particle Filters, MHT (Multi-hypothesis Tracking) etc, pulse-to-pulse and scan-to-scan integration techniques coupled with distribution-free CFAR, Binary integration etc supported by various research outcomes of K-distributed clutter modelling.
In recent times, several research outcomes have shown significant improvements in the detectability of weak targets in strong sea clutter, by utilising netted (distributed) radars-based detection methods. This involves data capture, analysis and processing of the target returns of the same target at various aspect angles, thanks to the availability of low-cost surveillance radar systems in the market. Netted radar architecture improves system sensitivity multifold, as compared to single sensor detection and this tutorial will also discuss the sensitivity models of netted radars. In order to exploit further of the advantages of netted radar systems, coherent detection signal processing in multi-static/ multi-site radar systems as applicable to low observables, will also be presented briefly, covering the recent research and trials outcomes including the impact of phase (and time) synchronisation in multistatic/multi-node radar systems for efficient and optimal detection performance of small targets.
Optimal detection of small weak targets also relies on the noise performance at the RF front end amidst strong clutter returns. Hence modifications/tuning up of the RF front end circuitry such as Tracking STALO, helps to pre-process the target returns feeding into the subsequent stages of signal/data processing chain with enhanced SNR (Signal-to-Noise Ratio) of targets of interest, to optimize small target detection performance. This tutorial will provide an overview of the radar detection theory combined with various CFAR processing methods. It will elaborate the various algorithms/techniques employed for small target detection as referred above for ground based, seaborne and airborne systems, with illustrations, models and case studies with captured data, as much as possible.
It will also elaborate further studies and research work undertaken and potential applications that are envisaged by the radar community in this area. The delivery of the tutorial is aimed for 3 Hours (with tea break) through Power Point presentation and brief interactive sessions.
Krishna Venkataraman is a (Retired) Radar Systems Engineer/ Radar Scientist in Defence Science and Technology Group (DSTG) in Australia and Project Science and Technology Advisor to the Australian Department of Defence, supporting the radar acquisition projects and related Research and Development tasks, technical risk assessments etc Presently, Krishna Venkataraman is an Academic Staff in the College of Science and Engineering, Flinders University in Adelaide Australia. He supports higher engineering degree students and researchers in radar systems and radar signal processing implementations.
His current research interests/activities include small target detection (intruder and non-cooperative) with non-coherent/coherent radar signal processing, detection of (small RCS) marine targets, biological targets, phase synchronisation in netted/ multistatic/multisite radar systems, phase noise optimization in non-coherent/coherent radar systems, radar performance modelling and assessment, risk assessment and mitigation of intentional/nonintentional interferences (Wind farms) on Air Traffic Control and Surveillance radar performance etc.
He has more than 50 years of professional experience and expertise in radar systems acquired through his engagement in various Defence R&D establishments and defence industries with a radar focus. His past activities include, leading the development of systems and subsystems including the implementation of signal processing algorithms for S and L band naval surveillance radars, Doppler tracking facility for C band instrumentation radars for space launch vehicles and long range missiles, AEW radar signal processor etc.
Krishna has also contributed to the performance assessment/measurement of critical spectral noise (Aeolian phase noise) aspects of the popular JORN (Overthe-horizon) radar systems in Australia during the trials at installation sites. In DSTG, he has contributed, as a Radar Systems Engineer and Project S&T Advisor, to the various radar acquisition projects such as multiple utilities of weapon
location radars in land and air combat scenario etc. and the Air Traffic Control radars for the combined military and civilian operations and related technical risk assessments and mitigation and on Verification and Validation of the various technical risk mitigation techniques, as applied to ATC radars.
In recent times, he was involved in the research and development tasks related to the optimal/efficient phase (and Time) synchronisation techniques for coherent detection in multistatic/bistatic radars for the prestigious CDS Fellowship project in DSTG. Presently, he is also authoring a book on ‘Advanced Small Target Detection Techniques’ to be published by IET in 2026. This was borne out of the success of the various tutorials based on ‘Small Target Detection Techniques’.
Krishna Venkataraman has presented/published several technical papers/ reports in International radar conferences, symposiums and journals. He has conducted several workshops/ tutorials for civil and military personnel on radar signal processing and Phased array radars including the popular tutorials based on “Small target detection techniques” in many International Radar
Conferences/Forums worldwide.
He is also a regular reviewer of research papers in technical journals from IET. Krishna Venkataraman is a FELLOW – FIE(Aust) and Chartered Professional Engineer (CPEng) of the Institution of Engineers (Australia).
He is also a SENIOR MEMBER of the IEEE, USA. (SMIEEE)
FIEAust CPEng NER APEC Engineer IntPE(Aus), SMIEEE
The intended audience could be, but not limited to, the active practitioners or those proposed to be involved, in evolving and implementing radar signal/data processing algorithms and/or re-configuring radar hardware, to improve/optimise small target (low SNR) detection performance. They can also be beginners, members of academia, practicing engineers and students involved in radar research activities.
The attendees will acquire adequate knowledge and skills to design and implement successfully, the advanced and optimal small target detection techniques, in their radar systems. As a new feature, this tutorial will also discuss, in detail, the concepts of multistatic /multisite configuration and adapting detection techniques suitable for multistatic/multisite applications.
The attendees are expected to possess basic knowledge and background in mathematics, physics and digital signal processing as applicable to radar technology.
Previous versions of this tutorial on “Small target detection techniques and applications” were offered in several international radar conferences, held from 2013 to 2024 as per the table below:
| Dates & Venue | Topic | Comments |
|---|---|---|
| December 2013 IRSI’13 (International Radar symposium India 2013) at Bengaluru, India | Small target detection techniques – An Overview | About 75 participants | October 2014 RADAR2014 (International Radar conference 2014) at Lille, France | Small Target detection – Techniques and applications | About 25 participants | October 2014 Military Radar Conference 2014, London, UK. | Small target detection techniques – An Overview | Around 20 participants | May 2015 Radar2015 (International radar Conference 2015) Washington D.C | Small Target detection – Techniques | About 25 participants | August 2015 Military Radar conference 2015, London, UK. | Small Target detection – Techniques | Around 25 participants | December 2015 IRSI- 2015 (International Radar Symposium – India) | Bengaluru, India | Small Target detection – Techniques | Around 80 participants | August 2016 Military Radar conference at UK 2016 | Small Target detection – Techniques | Around 20 participants | October 2017 International Radar conference- IET 2017, Belfast, Ireland | Small Target detection – Techniques | Around 15 participants | December 2019 IRSI- 2019 (International Radar Symposium – India) | Bengaluru, India | Small Target detection – Techniques | October 2019 RADAR2014 (International Radar conference 2014) at Toulon, France | Small Target detection – Techniques | August 2022 International Radar conference- IET 2017, Edinburgh, England | Small Target detection – Techniques | October 2024 RADAR2024 (International Radar conference 2024) Rennes, France | Small Target detection – Techniques |
The tutorials were well attended in all these venues and was comprising students, practicing engineers, scientists and industry personnel. The tutorial was well received in all venues and evoked plenty of interest among the audience with questions, discussions and email queries and positive feedback.
The contents of this tutorial material were updated in every new edition, to include new research and development material in this popular topic.
The above tutorials were popular among the participants in that it provided an intensive overview of the Small Target detection techniques and applications for the ground based and seaborne radar systems at low/high grazing angles. It provided an impetus to acquire the knowledge and initial skills of the STD techniques, to implement further in real time systems.
Due to its popularity, this tutorial was updated gradually in the past few years, to include detection from airborne platforms at high grazing angles and further illustrations and case studies, using captured data on various Track-beforedetect and other recent STD techniques. More emphasis given to optimise the RF front end circuitry to improve sensitivity and some exposure to netted radar sensing to enhance overall sensitivity of target returns.
However, it could be tailored to suit the interests of the participants, if required.