Accused Chetan Chaudhary in the Ketan Agarwal murder case is brought to Lonavala Rural Police Station for investigation at Lonavala, in Pune on Tuesday. (ANI Video Grab) NEW DELHI: In a fresh development in the alleged murder case at Pune’s Lohagarh Fort, police are set to conduct a “gait analysis” of accused Chetan Chaudhary, who was reportedly seen near the scene of the crime on the day of the incident.This marks another turn in a case that has made nationwide headlines since the “cover-up” came to light.Chaudhary is accused of pushing 26-year-old Pune realtor Ketan Agarwal off Lohagarh Fort on June 18. According to police, he committed the murder for his friend “Siya Goyal,” Agarwal’s fiancée and a co-accused in the case.What is gait analysisAs the name suggests, the procedure examines an individual’s “gait” — their manner or style of walking or running. It is a detailed assessment of how a person stands and walks and is commonly used to identify abnormal walking patterns, which may result from disease or injury.The procedure, which typically takes two to four hours, requires the subject to take 10 consecutive steps without assistance for an effective evaluation.In forensic investigations, gait analysis is used by police to help identify suspects captured in CCTV or other video footage.Why gait analysis in this casePolice are seeking a gait analysis because CCTV footage from the day of the incident shows a hooded figure walking near Lohagarh Fort.Investigators believe comparing the person’s walking pattern with that of the accused could help determine whether the individual in the footage is Chaudhary.Police will also conduct a fresh reconstruction of the crime scene with Chaudhary, as only Goyal has participated in the exercise so far.As part of the ongoing investigation, officers will also attempt to recover the clothes he was wearing on the day of the incident.During the earlier reconstruction with Goyal, police used a dummy matching Agarwal’s weight to recreate how they believe the incident unfolded.Investigators have already recovered some evidence linked to Chaudhary, including his two-wheeler, which police say he used to travel from Pune to Lohagarh Fort. Authorities have also seized the hoodie and headphones they claim he was wearing on June 18.The caseKetan Agarwal was initially reported to have died after falling from Lohagarh Fort, following which a case was registered. However, investigators later concluded that he was pushed off the fort. Police suspect the prime accused, Siya Goyal, was unwilling to marry at this stage of her life and was under family pressure to marry Agarwal.Goyal and her friend Chetan Chaudhary were arrested on June 23 and are currently in seven-day police custody as the investigation continues.Following the incident, the Maharashtra government approved the setting up of a fast-track court and appointed senior advocate and Rajya Sabha MP Ujjwal Nikam as the special public prosecutor in the case.The decision came after Agarwal’s father met Maharashtra chief minister Devendra Fadnavis and sought swift justice. Fadnavis assured the family that strict action would be taken against the accused and that the case would be fast-tracked.(With ANI inputs)Get the latest India news and live updates. Download the TOI App.About the AuthorTOI News DeskThe TOI News Desk comprises a dedicated and tireless team of journalists who operate around the clock to deliver the most current and comprehensive news and updates to the readers of The Times of India worldwide. With an unwavering commitment to excellence in journalism, our team is at the forefront of gathering, verifying, and presenting breaking news, in-depth analysis, and insightful reports on a wide range of topics. The TOI News Desk is your trusted source for staying informed and connected to the ever-evolving global landscape, ensuring that our readers are equipped with the latest developments that matter most.”Read MoreEnd of ArticleFollow Us On Social MediaVideosIndia’s Oil Import Price Fell Below $70— Why Petrol & Diesel Prices Won’t Drop Yet |West Asia CrisisDelhi’s Biggest EV Policy Yet! No New Petrol Bikes From 2028 | ₹15,000 Crore Plan ExplainedIndia, US Close to Major Boeing Defence Deal, Says Sergio Gor; Cites $20.5 Billion Investment BoostRajya Sabha Numbers Tilt Towards NDA, Bringing Two-Thirds Majority Within Striking DistanceIndia Condemns Pakistan’s Airstrikes In Afghanistan, Calls Them Assault On Sovereignty & Peace’No Official Role, No Official Support’: India Distances Itself From India-Pakistan Track-2 DialogueUS Ambassador Says Trump’s India Visit Could Happen Soon, Confirms Quad Meeting in PhilippinesAre We Learning Nothing From Deadly Fire Accidents Across India? 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Accused Chetan Chaudhary in the Ketan Agarwal murder case is brought to Lonavala Rural Police Station for investigation at Lonavala, in Pune on Tuesday. (ANI Video Grab) NEW DELHI: In a fresh development in the alleged murder case at Pune’s Lohagarh Fort, police are set to conduct a “gait analysis” of accused Chetan Chaudhary, who was reportedly seen near the scene of the crime on the day of the incident.This marks another turn in a case that has made nationwide headlines since the “cover-up” came to light.Chaudhary is accused of pushing 26-year-old Pune realtor Ketan Agarwal off Lohagarh Fort on June 18. According to police, he committed the murder for his friend “Siya Goyal,” Agarwal’s fiancée and a co-accused in the case.What is gait analysisAs the name suggests, the procedure examines an individual’s “gait” — their manner or style of walking or running. It is a detailed assessment of how a person stands and walks and is commonly used to identify abnormal walking patterns, which may result from disease or injury.The procedure, which typically takes two to four hours, requires the subject to take 10 consecutive steps without assistance for an effective evaluation.In forensic investigations, gait analysis is used by police to help identify suspects captured in CCTV or other video footage.Why gait analysis in this casePolice are seeking a gait analysis because CCTV footage from the day of the incident shows a hooded figure walking near Lohagarh Fort.Investigators believe comparing the person’s walking pattern with that of the accused could help determine whether the individual in the footage is Chaudhary.Police will also conduct a fresh reconstruction of the crime scene with Chaudhary, as only Goyal has participated in the exercise so far.As part of the ongoing investigation, officers will also attempt to recover the clothes he was wearing on the day of the incident.During the earlier reconstruction with Goyal, police used a dummy matching Agarwal’s weight to recreate how they believe the incident unfolded.Investigators have already recovered some evidence linked to Chaudhary, including his two-wheeler, which police say he used to travel from Pune to Lohagarh Fort. Authorities have also seized the hoodie and headphones they claim he was wearing on June 18.The caseKetan Agarwal was initially reported to have died after falling from Lohagarh Fort, following which a case was registered. However, investigators later concluded that he was pushed off the fort. Police suspect the prime accused, Siya Goyal, was unwilling to marry at this stage of her life and was under family pressure to marry Agarwal.Goyal and her friend Chetan Chaudhary were arrested on June 23 and are currently in seven-day police custody as the investigation continues.Following the incident, the Maharashtra government approved the setting up of a fast-track court and appointed senior advocate and Rajya Sabha MP Ujjwal Nikam as the special public prosecutor in the case.The decision came after Agarwal’s father met Maharashtra chief minister Devendra Fadnavis and sought swift justice. Fadnavis assured the family that strict action would be taken against the accused and that the case would be fast-tracked.(With ANI inputs)Get the latest India news and live updates. Download the TOI App.About the AuthorTOI News DeskThe TOI News Desk comprises a dedicated and tireless team of journalists who operate around the clock to deliver the most current and comprehensive news and updates to the readers of The Times of India worldwide. With an unwavering commitment to excellence in journalism, our team is at the forefront of gathering, verifying, and presenting breaking news, in-depth analysis, and insightful reports on a wide range of topics. The TOI News Desk is your trusted source for staying informed and connected to the ever-evolving global landscape, ensuring that our readers are equipped with the latest developments that matter most.”Read MoreEnd of ArticleFollow Us On Social MediaVideosIndia’s Oil Import Price Fell Below — Why Petrol & Diesel Prices Won’t Drop Yet |West Asia CrisisDelhi’s Biggest EV Policy Yet! No New Petrol Bikes From 2028 | ₹15,000 Crore Plan ExplainedIndia, US Close to Major Boeing Defence Deal, Says Sergio Gor; Cites .5 Billion Investment BoostRajya Sabha Numbers Tilt Towards NDA, Bringing Two-Thirds Majority Within Striking DistanceIndia Condemns Pakistan’s Airstrikes In Afghanistan, Calls Them Assault On Sovereignty & Peace’No Official Role, No Official Support’: India Distances Itself From India-Pakistan Track-2 DialogueUS Ambassador Says Trump’s India Visit Could Happen Soon, Confirms Quad Meeting in PhilippinesAre We Learning Nothing From Deadly Fire Accidents Across India? Experts Sound AlarmSarla Bhat Murder Case: SIA Files 737-Page Chargesheet, Yasin Malik Named Main AccusedWhat West Bengal’s New Public Safety and Anti-Goonda Bill Means and Why It Is Controversial123PhotostoriesLove quote of the day by Plato: ‘The madness of love is the greatest of heaven’s blessings’Kareena Kapoor Khan vrooms in a MINI dressed to kill in pinstriped suit with corsetAre you always complaining? Neurosurgeon explains how it affects the brain, and why its not worth it8 hacks every Indian woman needs this season to beat ‘monsoon frizz’7 Natural ways to clean your home floors without harsh chemicals3 signs you are the ‘fringe friend’ in your groupNaomi Osaka rewrites Wimbledon fashion rules in a striking kimono-inspired ensembleForget Paneer and Besan: Try these 11 unusual Indian sweets made with vegetablesPsychology says loving fresh bedsheets isn’t just about hygiene; it may be your mind’s way of finding calm and control5 topical minoxidil alternatives to increase hair growth123Hot PicksKarnataka SIRJohn CenaSergio GorWWE Summerslam PredictionsiPhone 18 Pro data leakNoida schools timingSachin AhirDK ShivakumarAP EAPCET Result 2026Top TrendingDelhi EV Vehicle Policy 2026Bengal Refinery FireSonam RaghuvanshiFIFA World Cup 2026Monaco BlastBengaluru TechieAnukalp MishraSergei IvanovMK StalinJosh Hokit


What is 'gait analysis'? Why police want to conduct it on accused Chetan Chaudhary in Pune's Ketan Agarwal case
Accused Chetan Chaudhary in the Ketan Agarwal murder case is brought to Lonavala Rural Police Station for investigation at Lonavala, in Pune on Tuesday. (ANI Video Grab)

NEW DELHI: In a fresh development in the alleged murder case at Pune’s Lohagarh Fort, police are set to conduct a “gait analysis” of accused Chetan Chaudhary, who was reportedly seen near the scene of the crime on the day of the incident.This marks another turn in a case that has made nationwide headlines since the “cover-up” came to light.Chaudhary is accused of pushing 26-year-old Pune realtor Ketan Agarwal off Lohagarh Fort on June 18. According to police, he committed the murder for his friend “Siya Goyal,” Agarwal’s fiancée and a co-accused in the case.

What is gait analysis

As the name suggests, the procedure examines an individual’s “gait” — their manner or style of walking or running. It is a detailed assessment of how a person stands and walks and is commonly used to identify abnormal walking patterns, which may result from disease or injury.The procedure, which typically takes two to four hours, requires the subject to take 10 consecutive steps without assistance for an effective evaluation.In forensic investigations, gait analysis is used by police to help identify suspects captured in CCTV or other video footage.

Why gait analysis in this case

Police are seeking a gait analysis because CCTV footage from the day of the incident shows a hooded figure walking near Lohagarh Fort.Investigators believe comparing the person’s walking pattern with that of the accused could help determine whether the individual in the footage is Chaudhary.Police will also conduct a fresh reconstruction of the crime scene with Chaudhary, as only Goyal has participated in the exercise so far.As part of the ongoing investigation, officers will also attempt to recover the clothes he was wearing on the day of the incident.During the earlier reconstruction with Goyal, police used a dummy matching Agarwal’s weight to recreate how they believe the incident unfolded.Investigators have already recovered some evidence linked to Chaudhary, including his two-wheeler, which police say he used to travel from Pune to Lohagarh Fort. Authorities have also seized the hoodie and headphones they claim he was wearing on June 18.

The case

Ketan Agarwal was initially reported to have died after falling from Lohagarh Fort, following which a case was registered. However, investigators later concluded that he was pushed off the fort. Police suspect the prime accused, Siya Goyal, was unwilling to marry at this stage of her life and was under family pressure to marry Agarwal.Goyal and her friend Chetan Chaudhary were arrested on June 23 and are currently in seven-day police custody as the investigation continues.Following the incident, the Maharashtra government approved the setting up of a fast-track court and appointed senior advocate and Rajya Sabha MP Ujjwal Nikam as the special public prosecutor in the case.The decision came after Agarwal’s father met Maharashtra chief minister Devendra Fadnavis and sought swift justice. Fadnavis assured the family that strict action would be taken against the accused and that the case would be fast-tracked.(With ANI inputs)



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