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Title: Crisis Management and Security Assessment Program (semester?), IPRO 370: Crisis Management and Security Assessment Program IPRO 370 Project Plan S07
Creator: Alnoon, Hassan, Benoit, Danielle, Fiorato, James, Kaim, Rick, Pioletti, Annette, Schmidt, Oliver, Trevor, Nicole, Watkins, Brett, Zielinkski, Sebastian
Date: 2007-07, 2007-07
Description: IPRO 370: Crisis Management & Security Assessment Program (CMS) is the second stage of a four stage project. Our goal is to develop the second...
Show moreIPRO 370: Crisis Management & Security Assessment Program (CMS) is the second stage of a four stage project. Our goal is to develop the second phase of the project which involves the necessary assessments for organizations to use while determining how well their crisis management plans stand up to different methodologies, assessments, and scenarios during the testing process. Our grant was funded by Homeland Security Innovation & Entrepreneurship Center. R&A Crisis Consulting will be our sponsor to ensure we are meeting the needs of the crisis management community.
Sponsorship: Irene Rozansky, RA Consulting
Deliverables for IPRO 370: Crisis Management and Security Assessment Program for the Summer 2007 semester
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Title: CONSTRUCTION OF ZEBRAFISH OLFACTORY RECEPTORS INTO A MAMMALIAN EXPRESSION VECTOR FOR FUTURE LIGAND-BINDING STUDIES
Creator: Tian, Chen
Date: 2011-07, 2011-07
Description: The olfactory system is an important chemosensory system. Our identification of odorants is occurred through binding of odorant molecules with...
Show moreThe olfactory system is an important chemosensory system. Our identification of odorants is occurred through binding of odorant molecules with olfactory receptors in the olfactory epithelium. In zebrafish, there are four classes of olfactory receptors: trace amine-associated receptor (TAAR), odorant receptor (OR), vomeronasal type 1-like receptor (V1R-like) and vomeronasal type 2-like receptor (V2R-like). In this study, I amplified four olfactory receptors taar1a, or1016, ora5 and olfcc1, which are respectively belong to the four olfactory receptor classes, from cDNA of the zebrafish olfactory epithelium and cloned genes into a mammalian expression vector pCI. The gene sequences of these receptors were not identical as the sequences obtained from GenBank database. The possible reasons for the inconsistency of gene sequence are discussed. I further tranfected these four cloned olfactory receptors in a mammalian cell line Hana3A. Expression of all four olfactory receptors in Hana3A cells was confirmed by immunocytochemistry. In summary, these four olfactory receptors taar1a, or1016, ora5 and olfcc1 were successfully cloned into the pCI vector and can be expressed on cell membrane surface of Hana3A cells.
M.S. in Biology, July 2011
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Title: Edutainment (semester?), IPRO 329
Creator: Mcmanus, Keith, Hahn, Christopher, Aguirre, James, Smith, Anthony, Pasupneti, Shravani, Crowley, Joseph, Tan, Yun, Kloepping, Jason, Potocki, Brandon
Date: 2007-05, 2007-05
Description: IPRO 329, Edutainment, has the distinct goal of creating a simulated training program for nuclear health technicians. This program will...
Show moreIPRO 329, Edutainment, has the distinct goal of creating a simulated training program for nuclear health technicians. This program will provide an interactive environment in which to practice the skills necessary to pass the certification test. It focuses on the oral exam portion of this exam where the technician will be presented with a scenario designed to test his problem solving and reasoning skills while applying the general knowledge of radiation health standards required for his profession.
Deliverables for IPRO 329: Edutainment for the Spring 2007 semester
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Title: Plug-In Hybrid Electric Vehicles: Simulation, Design, and Commercialization (semester?), IPRO 356: SP Hybrids IPRO 356 Poster F06
Creator: Fuglestad, Jason, Popoola, Dolapo, Patti, Julie, Lee, Jae Suk, Ali, Hassan, Thomas, Sujit, Cyriac, Mary, Baek, Seung, Anderson, Matt, Zhao, Yin
Date: 2006-12, 2006-12
Description: To complete the final stage in the assembly of a Plug-In Hybrid Electric Vehicle (PHEV) and commercialize the technology on a large scale.
Deli...
Show moreTo complete the final stage in the assembly of a Plug-In Hybrid Electric Vehicle (PHEV) and commercialize the technology on a large scale.
Deliverables for IPRO 356: Plug-In Hybrid Electric Vehicles: Simulation, Design, and Commercialization for the Fall 2006 semester
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Title: SPECTRUM OBSERVATORY BASED TRAFFIC MODELING AND CHANNEL SELECTION IN SUPPORT OF DYNAMIC SPECTRUM ACCESS
Creator: Bacchus, Brent Roger
Date: 2015, 2015-05
Description: It is well known that the exponential growth in popularity of wireless devices has created a demand for radio spectrum that cannot be met with...
Show moreIt is well known that the exponential growth in popularity of wireless devices has created a demand for radio spectrum that cannot be met with current regulatory policies. Despite the difficulty in procuring access to new spectrum resources, many empirical studies have indicated that the majority of spectrum is in-fact unused in the temporal, spatial and/or spectral domains, representing an untapped wealth that must be exploited. Dynamic Spectrum Access (DSA) is a promising technology which aims to improve the efficiency of future radios and alleviate the issue of spectrum under-utilization. This dissertation utilizes the data from the IIT Spectrum Observatory to develop models of channel activity on the Land Mobile Radio (LMR) band (used for critical communication by organizations such as public safety) and shows how such models can be applied to improve the performance of DSA. We demonstrate that LMR traffic may possess multi-timescale behavior – such as clustering and dispersion over different time periods – and propose a novel statistical model to account for these observations based on a multiple emission hidden Markov model. We then used this model to design a collision constrained channel selection algorithm that can permit the re-use of licensed spectrum while minimizing interference with incumbent users. The findings in this work are primarily developed for public safety, however the techniques developed are general enough to be applied to other types of traffic possessing similar characteristics. The proposed model, in particular, is well suited for further analytic work and simulations studies in this area.
Ph.D. in Electrical and Computer Engineering, May 2015
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Title: Improving Voice Recognition Prompts for Users in Various Application Environments (Semester Unknown) IPRO 316: ImprovingVoiceRecognitionPromptsIPRO316PosterF10
Creator: Bossemeyer, Andrew, Morrison, Ruth, Gopal, Shashank, Klansky, Gabriel, Peterson, Naomi, Webster, Alexander, Winston, Nithin, Echavarria, Vincent, Milonzi, Robert, Bossemeyer, Andrew, Peterson, Naomi
Date: 2010, 2010-12
Description: Users of speech recognition technology often hyperarticulate (i.e., exaggerate) their speech in response to recognition failures and...
Show moreUsers of speech recognition technology often hyperarticulate (i.e., exaggerate) their speech in response to recognition failures and subsequent requests to repeat (e.g., \I'm sorry, I didn't understand, please repeat the input."). Hyperarticula- tion usually leads to further recognition failure. The goal of the current project is to develop a protocol for testing di erent talker characteristics of voice prompts in speech recognizers with an aim towards minimizing hyperarticulated speech from users. This IPRO is equally suited to students interested in the more tech- nical aspects of acoustic phonetics and voice recognition as well as the cognitive aspects of predicting user behavior in technology-mediated environments.
Deliverables
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Title: CHARACTERIZATION OF VERY LARGE YET VERY MILD BMD TYPE EDITS OF DYSTROPHIN
Creator: Lin, Yi-hsiu
Date: 2014, 2014-12
Description: Duchenne muscular dystrophy, DMD, is a severe X-linked recessive disease that kills boys in their second or third decade of life. A related...
Show moreDuchenne muscular dystrophy, DMD, is a severe X-linked recessive disease that kills boys in their second or third decade of life. A related condition Becker Muscular Dystrophy, BMD, is very heterogeneous with clinical severity ranging from nearly as bad as DMD, to nearly benign. Both of these are caused by defects in the dystrophin gene, which encodes a 427 kDa cytoskeletal protein, dystrophin, which can provide a mechanical link between the cytoskeleton and the muscle membrane and stables muscle tissue. In general, DMD results from defects that eliminate all dystrophin expression, whereas BMD patients carry mutated products: modified and malfunctioned dystrophin proteins. Since DMD is invariably fatal, monogenic, has a high incidence (1:3500 male births) and afflicts a charismatic patient profile, it has been an attractive target for gene therapy. However, the huge size of the dystrophin gene (2.4 Mbp) and more importantly its processed mRNA (14.2 kb) poses a problem for viral gene therapy which is limited to payloads of about 8 kb. This has prompted efforts to reduce the size of the dystrophin protein while still maintaining functionality. A major inspiration for such efforts was the identification of a very unusual, very large deletion serendipitously found in an extremely mild BMD case. The patient identified with this defect was ambulatory at 65 year of ages. This edit removes more than half the central rod region, from exon 17 to 48, Δe17-48, and, fortunately, the size of this BMD type edit protein is available for viral vector loading. In this project, edited dystrophin with central rod region deletion (D2:22 Δe17-48) and other two related edits, D2:22 Δe17-47 (exon 48 is added in D2:22 Δe17-48) and D2:22 Δe17-49 (exon 49 is deleted from D2:22 Δe17-48), were studied. According to these results, D2:22 Δe17-47 demonstrated the best biophysical and biochemical properties, but D2:22 Δe17-48 displayed higher to protease sensitivity, and D2:22 Δe17-49 had the worst thermal stability. This work will help us to understand the factors that result in benign large scale edits, and facilitate the development of effective viral gene therapy vectors.
M.S. in Biology, December 2014
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Title: Impact of Sulfur Capture Technology In Coal Power Plants (Semester Unknown) IPRO 302: ImpactsOfSulfurCaptureTechnologyInCoalPowerPlantsIPRO302ProjectPlanF09
Creator: Chmielewski, Don, Contreras, Abraham, Deboth, Ray, Dickman, Justin, Enadeghe, Gregory, Garza Rodriguez, Hector, Gottlieb, Myron, Haddad, Michael, Kyle, Ryan, Mongillo, Michael, Murphy, Ryan, Shonubi, Oluwaseun, Swillum, Bryce, Wolber, Brian, Worthon, Terrika
Date: 2009, 2009-12
Description: Our team will investigate the net impact of sulfur capture technologies used in current and next generation power plants in the United States....
Show moreOur team will investigate the net impact of sulfur capture technologies used in current and next generation power plants in the United States. We will use this knowledge to determine which sulfur capture technologies produce the greatest benefit for industry and society and to find the marketability of the sulfur byproducts created in these power plants.
Deliverables
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Title: PRENATAL ULTRASOUND CONSULTATION AND MATERNAL FEELINGS IN THE SECOND TRIMESTER OF PREGNANCY
Creator: Stockman, Alexandria
Date: 2015, 2015-07
Description: NO ABSTRACT
M.S. in Psychology, July 2015

Title: Simply Park (Semester Unknown) IPRO 365: SimplyParkIPRO365FinalPresentationSp11
Creator: Bredau, Jason, Bryski, Timothy, Bubert, Casey, Bukowska, Angelika, Byrne, Matthew, Coates, Allan, Gonzalez, Julia, Huynh, Alex, Ko, Hyunseok, Mui, Danny, Ritchie-smith, Robert, Sahagun, Benjamin, Shah, Malav, Trudo, Michelle, White, Kenny, Wicker, Nathan, Winstanley, Sam
Date: 2011, 2011-05
Description: Efficiency in parking facilities has been set to low standards since self-parking was introduced in the 1950s1. As technology has developed,...
Show moreEfficiency in parking facilities has been set to low standards since self-parking was introduced in the 1950s1. As technology has developed, parking has been left in the past. Drivers are increasingly realizing the problem as they become accustomed to other technology, which increases the efficiency of their lives (eg smartphones). While driving around searching for an open lot, circling a garage for an parking spot, or wandering through garage a looking for a parked car, people have time to ponder the many improvements that should be made to the parking experience. Simply Park: IPRO 365 is taking initiative to seize the possibilities new technologies offer the parking industry. The result should be improved driver experience as well as increased efficiency and profitability of parking facilities. The system will include signs visible to passersby that display the number of vacancies within a parking facility. Once in the parking facility, additional signs will direct drivers to sections of the facility with vacancies. Colored lights above each parking spot will indicate the state of occupancy for quick reference when looking down an aisle. When a driver parks, the ticket they receive at the entrance gate will associate their ticket to the spot they parked in, so when the driver returns to the facility he/she can present his/her ticket to a kiosk which will notify him/her how to get back to his/her car. As the vehicle leaves the ticket association will be reset and displays will update to show one more spot available. Additional interfaces through mobile and internet applications will further expedite the parking process. 1National
Deliverables
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Title: Robbins Community Power (Summer 2011) IPRO 347: Robbins Community Power IPRO347 Summer2011 Final Presentation
Creator: Ahn, Yoona, Alhassan, Abdalmohsen, Johnson, Ashleigh, Khan, Nomair, Kois, Carolyn, Munoz, Matthew, Toy, Robert, Young, Julieann
Date: 2011, 2011-07
Description: IPRO 347 is a continuation of an IPRO, which previously explored ways to utilize waste heat and CO2 from Robbins Community Power Plant. The...
Show moreIPRO 347 is a continuation of an IPRO, which previously explored ways to utilize waste heat and CO2 from Robbins Community Power Plant. The concluding thought from that project was that the plant would need to select a source of greenwood to burn. The goal of IPRO 347 is to establish a plan for the Robbins Community Power Plant to gather and utilize the green waste of urban lumber. The main task is to research opportunities for RCP to gather a supply of greenwood. The items being researched are estimated expenses and profits, whom will be participating, the availability of our raw good—greenwood—and potential buyers.
Sponsorship: Robbins Community Power Plant
Project Plan for IPRO 347: Robbins Community Power for the Summer 2011 semester
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Title: House of the Future (semester?), IPRO 301200: House of the Future IPRO 301 IPRO Day Presentation Sp06
Creator: Ladd, Shane, Fields, Erick, Obichukwu, Chike, Phetkhamphou, Anita, Cho, Shirley, Phonexayphova, Noi, Jang, Young, Duecker, Susanna, O'brien, John, Roca, Dario, Shin, Hee Chan, Simmons, Lilly, Kieft, Eric, Chun, Hosung
Date: 2006-05, 2006-05
Description: In 1983, a group of students from the Institute of Design at Illinois Institute of Technology began work on a project that described what a...
Show moreIn 1983, a group of students from the Institute of Design at Illinois Institute of Technology began work on a project that described what a house of the future would entail. This team ended up winning the grand prize (10,000,000 yen) at the first International Design Competition held in Osaka, Japan because their creative and innovative ideas about how a house of the future should be built 22 years later, in 2005, IIT’s Interprofessional Projects program started the Sustainable Village Project, an endeavor to build a sustainable and environmentally-aware community on the IIT campus. Part of this project was to design the house of the future in such a fashion as would fit in with the Sustainable Village. Through use of research both in the 1983 House of the Future, as well as the House of the Future developed in the spring of 2005, this semester IPRO 301 – Back to the House of the Future had the task of establishing a system of ideas and concepts which could be globally integrated to change the way modern housing is viewed and approached by builders and residents alike. Instead of simply being a structure that disrupts the environment and depletes natural resources, the house of the future will allow for the building of units which can be integrated into the environment and are more sustainable and efficient. By developing a methodology based on next-generation design principles, key technological advances, and considerations for building regulations and human health and safety concerns, IPRO 301 will lay a universal framework for constructing Houses of the Future of all shapes and sizes.
Deliverables for IPRO 301: House of the Future for the Spring 2006 semester
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Title: Innovative Mapping (Semester Unknown) IPRO 303: InnovativeMappingIPRO303FinalReportF09
Creator: Komoroski, Aaron, Mora, Andres, Sarraf, Basel, Kemp, Brandon, Duong, Cindy, Woodward, Frank, Suwada, Jerry, Michael, Mark, Sinha, Piyush, Glover, Richard, Mandrekar, Urba
Date: 2009, 2009-12
Description: NAVTEQ, the sponsor of this project, is one of the largest digital mapping companies in the world. They are in a constant phase of self...
Show moreNAVTEQ, the sponsor of this project, is one of the largest digital mapping companies in the world. They are in a constant phase of self-improvement. Right now, NAVTEQ’s focus is on how to make their technology more pedestrian and community friendly. Our project has two main sections – 1. Target the majority of mobile device users, and give them an outlet to report any changes, mistakes or developments that have been overlooked by NAVTEQ. 2. Come up with a solution which enables the average map user – men and women ages 18-35, students and tourists – to address these alterations in a simple, hassle free way
Sponsorship: NAVTEQ
Deliverables
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Title: Designing Affordable Housing and Olympic Village out of Shipping Containers for Chicago (Semester Unknown) IPRO 339: SustainableStudentHousingFromRecycledShippingContainersIPRO339PosterF09
Creator: Abbott, Matthew, Aduroja, Oluwasesan, Anderson, Cherish, Bloom, Ryan, Bocanova, Veronika, Broekere, Eliza, Davis, Aaron, Farris, Tasha, Tasha, Vlada, Horozova Nalls, Gergana, Hwangbo, Sungkyum, Ip, Young, Jacobson, Joel, Kungis, Andrew, Labuda, Timothy, Ochoa, Jannette, Phillips, Timothy, Ramirez, Alejandro, Slota, Caroline, Specht, Cassandra, Tarpey, Patrick, Zhang, Mike
Date: 2009, 2009-12
Description: As the deadline for determining which city will host the 2016 Olympics draws near, Chicago, along with Madrid, Rio de Janeiro and Tokyo is...
Show moreAs the deadline for determining which city will host the 2016 Olympics draws near, Chicago, along with Madrid, Rio de Janeiro and Tokyo is trying to prove that it should be selected as the Host City. If on October 2nd Chicago is chosen as the Host City for the 2016 Olympics, it will face the enormous task of providing temporary housing for all Olympics and Paralympics participants, including athletes, coaches, organizers and media reporters. Building upon the previous two semesters, our IPRO is proposing an economical and environmentally friendly solution to this challenge. We propose to utilize thousands of old shipping containers that are cluttering up shipping yards all over the Chicago-land area and convert them into a more cost effective alternative to traditional housing units. Since Chicago’s motto for the 2016 Olympics is “the Blue Green Olympics,” which references the way Chicago prides itself in creating sustainable I P R O 3 3 9 solutions, our proposal would only enhance our chances of being selected as the Host City in addition to being a city that thinks “outside of the box.”
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Title: Implementing The Plant: Chicago’s First Vertical Farm (Semester Unknown) IPRO 336: ImplementingThePlantChicagoIPRO336MidTermPresentationSp11
Creator: Speroff, Philip, Skaar, Angela, Schmidt, Michael, Plunkett, Joel, Mocny, William, Lockom, Frank, Handzel, Katarzyna, Speroff, Philip, Schmidt, Michael, Lockom, Frank, Xiao, Yao, Viramontes, Carlos, Sansone, Nic, Millham, Joseph, Chavez, Laurel, Palau, Mariana, Ostasz, Raluca, Liu, Andrew, Kenney, Kaycee, Hallak, Joseph, Bugnar, Ioana
Date: 2011, 2011-05
Description: There are several types of framing that can be used on a greenhouse. The frames are made of wood, galvanized steel, or aluminum. Build-it...
Show moreThere are several types of framing that can be used on a greenhouse. The frames are made of wood, galvanized steel, or aluminum. Build-it-yourself greenhouse plans are usually for structures with wood or metal pipe frames. Plastic pipe materials generally are inadequate to meet snow and wind load requirements. Frames can be covered with glass, rigid fiberglass, rigid double-wall plastics, or plastic film. All have advantages and disadvantages. Each of these materials should be considered--it pays to shop around for ideas.
Deliverables
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Title: Combating Underage Drinking and Driving (Semester Unknown) EnPRO 351: CombatingUnderageDrinkingandDrivingEnPRO351BrochureSp10
Creator: Burnett, Shana, Choi, Minsung, Garfinkle, Faye, Howe, Phaedra, Jin Kim, Hyo, Macon, Briana, Perez, Alicia, Salem, Stephanie
Date: 2010, 2010-05
Description: The purpose of IPRO 351 is to create a product that discourages minors driving under the influence of alcohol that will act as an unbiased...
Show moreThe purpose of IPRO 351 is to create a product that discourages minors driving under the influence of alcohol that will act as an unbiased mediator that takes the decision of driving drunk out of the driver‟s hands. Our goal is to determine the most efficient, cost effective means to achieve this and to obtain, through surveys and continued research, a possible market that would be interested in the design.
Deliverables
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Title: Homeland Security (Summer 2003) IPRO 373: Homeland Security IPRO373 Summer2003 Final Presentation
Creator: Taylor, George, Nijm, Grace, Sylejmani, Halil, Jones, Scott, Koniecko, Chris, Stanczyk, Piotr, Monteverde, Richard, Ludicello, Jeff, Mcnally, Jim, Ealy, Jermaine, Franaik, Maciej, Olejarz, Daniel, Larson, Scott
Date: 2003, 2003-07
Description: This IPRO is designed to support the Department of Homeland Security national security initiatives as outlined by the United States Government...
Show moreThis IPRO is designed to support the Department of Homeland Security national security initiatives as outlined by the United States Government. The goal is to design a project that supports homeland security compliance guidelines. For example, depending upon interests of the group, a software program could be developed containing a matrix of risk and preventive factors which could be used to assess how well an organization meets Homeland Security Guidelines. Items might involve public policy, computer technology, facilities, transportation, communications, EPA, security, water and air. The need to protect our facilities and people in the Chicago area given recent terrorist activities and the frequent, heightened state of alerts is critical. A well-defined homeland security project can help in contributing to the initiative of establishing homeland readiness. This hands-on project will afford students the opportunity to research an apply concepts of transportation, mechanical, electrical, power, economics, and especially computer technology and engineering to homeland security.
Sponsorship: IIT Collaboratory for Interprofessional Studies
Project Plan for IPRO 373: Homeland Security for the Summer 2003 semester
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Title: Applying Rapid Prototyping Techniques to Production Tooling (semester?), IPRO 312: Rapid Prototyping Techniques IPRO 312 Project Plan F06
Creator: Ranttila, Annie, Fu, Chun Yiu, Hussain, Shan I., Hicks, Ken, Dave, Udit, Manjrekar, Sourabh, Nosse, Daniel, Atta, Muhammad, Amine, Rachid, Craig, Seun, Abdullahi, Abdulkamal, Taylor, Lashawna
Date: 2006-12, 2006-12
Description: This IPRO was started as a Rapid Prototyping project in the semester of spring 2006. The main goal was to make casters in a short time period...
Show moreThis IPRO was started as a Rapid Prototyping project in the semester of spring 2006. The main goal was to make casters in a short time period for the caster manufacturing company Colson Associates. As the project advanced, the team realized that the real objective of this IPRO was to: ‘Investigate techniques for rapidly and effectively manufacturing casters to satisfy “rush orders” for special casters.’
Deliverables for IPRO 312: Applying Rapid Prototyping Techniques to Production Tooling for the Fall 2006 semester
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Title: Assisting Blind and Visually Impaired Swimmers (semester?), IPRO 310: Blind Swimmers IPRO 310 Midterm Report S07
Creator: Bauer, Elizabeth, Tovalin, Ivan, Goldstein, Palika, Dela Cruz, Miguel, Mokhuach, Svetlana, Stanford, Jeffrey, Patel, Axita, Ezell, Garrett, Koshy, Abin
Date: 2007-07, 2007-07
Description: IPRO 310’s objectives are to continue the designing and building process of devices that help visually impaired swimmers. The IPRO 310 team...
Show moreIPRO 310’s objectives are to continue the designing and building process of devices that help visually impaired swimmers. The IPRO 310 team intends to design, create and test a sonar device that actively aids a visually impaired swimmer. The team also plans on redesigning, building and testing a swimming lane tapper that passively aids visually impaired swimmers. In addition, the 310 IPRO team has a business and marketing team that will be surveying members of the visually impaired community to assess their need and acceptance of the proposed devices.
Deliverables for IPRO 310: Assisting Blind and Visually Impaired Swimmers for the Summer 2007 semester
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Title: Enhanced Vision Systems (Semester Unknown) EnPRO355: EnhancedVisionSystemsEnPRO355Poster2Sp09
Creator: Beemsterboer, Michael, Bistriceanu, Bogdan, Chavalit, Bank, Hanley, Richard, Hoppe, David, Rybakova, Julia, Sticha, Charles, Williamson, Nicholas
Date: 2009, 2009-05
Description: Due to errors on construction sites it is not uncommon for underground utilities to be struck accidentally while digging. Aside from the...
Show moreDue to errors on construction sites it is not uncommon for underground utilities to be struck accidentally while digging. Aside from the obvious monetary damages a significant number of people have died as a result of these types of accidents. The purpose of this EnPRO is to aid workers when they are in danger of striking an underground utility by successfully developing a software product that displays subterranean utilities to the workers. The end result being that the number of accidents decreases, saving both lives and money.
Deliverables
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