Waiting for the Gun
Photo/Irene Fertik
The engineer is Theodore Berger, director of the USC Center for Neural Engineering, whose life's work has deciphered the way in which nerve cells code messages to each other.
Berger is also a key researcher in the USC Viterbi School of Engineering's Biomimetic MicroElectronic Systems Engineering Research Center.
A microphone surveillance system now is using his insights to recognize - instantly, and with high accuracy - the sound of a gunshot within a two-block radius.
The system can then locate, precisely, where the shot was fired, turn a camera to center the shooter in the camera viewfinder and make a 911 call to a central police station.
The police can then take control of the camera to track the shooter and dispatch officers to the scene.
The city of Chicago is installing the first five of a planned 80 devices in high-crime neighborhoods, supplementing existing cameras. In Los Angeles County, Sheriff Lee Baca is now soliciting community involvement and participation to deploy 10 of the units in a pilot test, to be followed by more if the results are successful.
Algorithms devised by Berger, who holds the David Packard Chair in the USC Viterbi School of Engineering's department of biomedical engineering, are at the heart of the SENTRI system built by an Oak Brook, Ill.-based firm named Safety Dynamics, a company in which Berger serves as chief scientist.
SENTRI uses acoustic recognizers, posted in trios or larger groupings on utility poles or other listening posts, which are tuned to certain specific warning sounds with extremely high accuracy.
"A simple loud noise, even an explosive noise, won't set them off," Berger said.
The device is listening for the entire sound pattern of the gunshot, not just the initial explosion, which makes it much less likely to mistake other loud noises for shooting.
A specially configured computer system (a "directional analyzer") accurately calculates any authenticated gunshot's location - using the difference in the time the sound arrives at the different microphones on a SENTRI acoustic unit.
Field tests with real weapons have shown 95 percent accuracy with respect to gunshot recognition, and 100 percent accuracy with respect to centering an attached camera on the shooter for those recognized gunshots.
SENTRI is an acronym for "Smart Sensor Enabled Neural Threat Recognition and Identification." The "neural" in the title refers directly to Berger's work, which was based on analysis of the "language" nerve cells, or neurons, use to convey information, and specifically on his modeling of the way the brain forms memories of sounds.
The neurons' only way of distinguishing signals is to fire repeatedly, either faster or slower, in different temporal patterns.
"It is the time difference between pulses that carries the information," Berger said. "This is a coding completely unlike that used by computers, which are collections of ones and zeros, changing to the beat of a constant clock."
Working with computer specialists, however, Berger has created neural-like computer systems that can model the neural time coding and make distinctions the way nerves do.
Four years ago, he and a colleague used the technique to demonstrate the first speech recognition system that could pick words out of ambient noise as well as humans can.
While work continues on speech-recognition applications, the systems need training to learn individual signals. For language, this is very time consuming because the system has to learn each individual word.
"But for alarm signals," Berger said, "you start with a relatively small number of sounds you have to distinguish with high accuracy - gunshots, for example, or diesel engines for border patrol crossings or oil pipeline thieves, or chainsaws to listen for outlaw loggers. This vocabulary is quite manageable."
Machine sounds are the only ones in SENTRI's vocabulary. It cannot eavesdrop on conversations, the scientist emphasized.
Berger's work with neural systems grows directly out of 30 years of research attempting to create a silicon system that can be transplanted into a living brain or other nervous tissue to restore function lost to disease or injury.
The current line of research that led to the gunshot recognition is being expanded in collaboration with computer scientist John Granacki at the USC Viterbi School's Information Sciences Institute.
Latest stories
- A Pill Against Chemo? February 9, 2010 10:21 AM
- Fall Applications Up Slightly at USC February 9, 2010 8:12 AM
- For-Profit Colleges Focus of New Book February 9, 2010 8:08 AM
-
For Journalists »
-
USC in the News
for 2/9/2010 »-
Los Angeles ran an op-ed by Bill Deverell of the USC College about looking to the past in order to move on to the future. “You can do better, Los Angeles. You’ve heard it before: admonishment from the lecture hall pulpit or the pages of a book or magazine. History matters. You should pay closer attention,” Deverell wrote. “The history of Los Angeles reflects and illuminates American and world history all at once. With a little effort, something powerful happens: historical sensibility provides perspective on the here and now. Who wouldn’t want that?” The column is the first in a series for the magazine’s new CityThink section, L.A. Observed reported.
SoCal Minds featured the USC Good Neighbors Campaign, in which USC faculty and staff donate money for programs benefiting the neighborhoods surrounding the USC campus. The program was launched under the direction of USC President Steven B. Sample in reaction to the Los Angeles riots, the story noted. The campaign raised a record-breaking $1.2 million in donations this past year, despite tough economic times, the article stated. The story reported that several university units had 100 percent participation, including the USC Rossier School, KUSC-FM, the USC Fisher Museum of Art, the Office of the Treasurer, the Office of the Senior Vice President, Administration, the Health Sciences Libraries and USCard Services.
CNN cited research conducted by Adam Rose of the USC School of Policy, Planning, and Development for USC’s Homeland Security Center for Risk and Economic Analysis of Terrorism Events. Rose’s study found that the standard economic costs of the 9/11 attacks, estimated at $25 billion, were exceeded by the costs of behavioral reactions far from the site of the attack (for example, an additional $85 billion due to a decrease in demand for air travel).
Variety reported that the 22nd annual USC Libraries Scripter Award was given to “Up in the Air” novelist Walter Kirn and to USC alumnus Jason Reitman and Shelton Turner, who adapted Kirn’s book for the screen. In his acceptance speech, Reitman noted that his father, Ivan Reitman, used USC’s Doheny Memorial Library as a stand-in for the New York Public Library in “Ghostbusters.” The Wrap noted that Catherine Quinlan, dean of USC Libraries, emceed the ceremony.
National Public Radio’s “13.7” ran a commentary by K.C. Cole of the USC Annenberg School about the role of science in diplomacy. “We all know that the technology produced from scientific research can make international conflicts more deadly than ever. But can science help stop war?” Cole said. She mentioned that she recently took part in a USC Center on Public Diplomacy conference on science diplomacy and the prevention of conflict.
-
-
Campus News
- Capital Connections
- USC faculty, staff and alumni in Washington, D.C., and Sacramento
- In Print
- New and recent books written or edited by USC faculty and staff
- Family Matters
- Achievements and awards
- Obituaries
