K. Betts, Troy J. Mitchell, D. Reed, Shon Sloat, D. P. Stranghoener, Jonathan D. Wetherbee
{"title":"Development and operational testing of a sub-meter Positive Train Location system","authors":"K. Betts, Troy J. Mitchell, D. Reed, Shon Sloat, D. P. Stranghoener, Jonathan D. Wetherbee","doi":"10.1109/PLANS.2014.6851403","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851403","url":null,"abstract":"Leidos has developed an operational test-ready navigation system for Positive Train Location (PTL) demonstrating position accuracies that enable cross-track discrimination using low-cost onboard components and no trackside infrastructure. The system combines information from multiple sensors and a track database (when available) in the Leidos Embedded Data-fusion Geospatial Engine (EDGE) sensor fusion algorithms to create optimal state estimates for position, velocity, and attitude. In Phase I of the PTL development effort, Leidos tested a proof-of-concept system using both simulation and real-world track testing at the Transportation Technology Center (TTC) test track in Pueblo, Colorado. The system demonstrated position errors less than 20 cm in the along-track and across-track axes as measured by a fixed-base station Real-Time Kinematic (RTK) GPS reference system. In Phase II, the hardware has been redesigned to support operational railroad installation and testing. The production design has been tested at both the TTC test track as well as on United States Class I railroad operational track territory.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"306 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133304403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Estefania Munoz Diaz, Ana Luz Mendiguchia Gonzalez, F. de Ponte Müller
{"title":"Standalone inertial pocket navigation system","authors":"Estefania Munoz Diaz, Ana Luz Mendiguchia Gonzalez, F. de Ponte Müller","doi":"10.1109/PLANS.2014.6851382","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851382","url":null,"abstract":"Positioning applications became more important in recent years not only for security applications, but also for the mass market. Having a pedestrian navigation system embedded in a mobile phone is a realistic solution since it is equipped with low-cost sensors and the smartphone is located in a non-obstructive way. The location of the smartphone is important, since the position estimation process depends on it. Therefore, we propose to distinguish between pocket or bag, phoning, texting and swinging. We present a standalone inertial pocket navigation system based on an inertial measurement unit. For the computation of the orientation, we have developed an attitude estimator based on an unscented Kalman filter. The update stage has two different updates based on the acceleration and the magnetic field. Therefore, a zero acceleration detector, a magnetic disturbances detector and a static periods detector have been developed. The odometry in our navigation system is computed through an extended Kalman filter. The position is predicted with a movement model which is periodically updated through position corrections computed by the position computer. It comprises a step detector and a step length estimator based on the norm of the acceleration. The performance of our attitude estimator in comparison with the ground truth orientation is shown. The rest of the handheld positions are also tested for orientation. Likewise, we show pocket odometries of different users with the floor plan superimposed.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114054361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bayesian sensor fusion of Wi-Fi signal strengths and GNSS code and carrier phases for positioning in urban environments","authors":"G. Hejc, J. Seitz, Thorsten Vaupel","doi":"10.1109/PLANS.2014.6851470","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851470","url":null,"abstract":"In urban environments GNSS signals can be either blocked by buildings, so that the number of satellites with direct line-of-sight (LOS) is reduced considerably, or reflected by surfaces, so that signals from the same satellite are received over multiple paths. Taking into account all available signals would typically result in a rather poor position estimate. It is therefore essential to distinguish LOS from non-LOS or multipath-contaminated signals and include this information in the GNSS process model. This is done using a classification algorithm based on code (pseudorange) and carrier phase observations. On the other hand, Wi-Fi fingerprinting is complementary to GNSS in the sense that this approach benefits from signal degradations caused by shadowing through obstacles and reflections leading to unique variations in the radio map and less ambiguity in the mapping of signal strength measurements to positions. The fusion of GNSS and Wi-Fi measurements is done with a particle filter, which uses the probabilistic measurement process models for GNSS and Wi-Fi as inputs. The advantage of the particle filter is its ability to work with non-linear dynamical models and non-Gaussian probability distributions. The evaluation was done with a modular ARM-processor based hardware platform (miniLOK) with Android as operating system, which provides an interface to the raw data of the GNSS receiver. The algorithms were implemented in Java on top of the awiloc® software framework, which is a positioning system including Wi-Fi fingerprinting developed at Fraunhofer IIS. The paper starts with the construction of measurement process models for GNSS and Wi-Fi and explains how these models are integrated into the particle filter framework. The experimental results are presented together with a description of the setup and equipment. The achieved positioning uncertainty in urban environments is discussed.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116387029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Simultaneous position estimation & ambiguity resolution (SPEAR) for high-integrity carrier-phase navigation with robustness to tracking loss","authors":"J. Rife","doi":"10.1109/PLANS.2014.6851434","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851434","url":null,"abstract":"This paper introduces a GNSS processing algorithm called simultaneous position estimation and ambiguity resolution (SPEAR), with the goal of delivering high-accuracy, high-integrity navigation with robustness to carrier-tracking interruptions. The algorithm operates by continuously applying integer constraints to estimate the navigation solution recursively as a histogram of possible state values. The proposed approach is distinctive in that it decomposes the carrier-wave measurement into two components: an apparent integer difference, used for Bayesian prediction, and a fractional phase, used for Bayesian correction. The algorithm has potential application for high-accuracy, high-integrity safety of life operations near buildings or other obstructions of the sky, as may occur during aircraft surface movement or automobile navigation in urban canyons.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"142 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114448940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
O. Kim, Chongwon Kim, Junesol Song, Younsil Kim, C. Kee
{"title":"The study of error sources for MOSAIC/DME system: A single station based positioning system for APNT","authors":"O. Kim, Chongwon Kim, Junesol Song, Younsil Kim, C. Kee","doi":"10.1109/PLANS.2014.6851452","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851452","url":null,"abstract":"This paper presents a new kind of navigation system, a single station based 3-dimensional positioning system, named MOSAIC/DME. Particularly, its possible error sources, such as tropospheric delay, antenna misalignment and multipath are studied and applied to simulations for understanding and verification of this system. For tropospheric and multipath simulations, WAAS tropospheric model and ray-tracing approach are applied respectively. The results present that MOSAIC/DME system is vulnerable to small errors in signal, because of the bad geometry using only a single station for positioning. But this system also has its own advantage to treat those errors.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130252489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Safe & sound: A robust collision avoidance layer for aerial robots based on acoustic sensors","authors":"Joachim Müller, Alberto Viseras Ruiz, Iris Wieser","doi":"10.1109/PLANS.2014.6851492","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851492","url":null,"abstract":"In this work, we propose a novel intermediate control layer for obstacle avoidance and drift suppression. It runs in between high level software layers responsible for environment mapping and path planning and low level software ensuring stable and level flight. This allows more complex algorithms with longer computation intervals for higher-level tasks. By modularizing the robot control, we also enable the reuse of our obstacle avoidance layer for different high-layer algorithms. The feasibility of separation in software will be shown, leading the way for a potential physical separation with dedicated hardware later on. A prototypical implementation of the intermediate layer using ultrasonic sensors was built. We demonstrate the feasibility of the chosen sensor concept in presence of propeller noise. The control concept is kept on a level that can be implemented on onboard processors - this does also include the communication with the sensors. Experimental results with this first implemented prototype are presented and discussed. We analyze the ranging capabilities of the ultrasonic sensor and validate its applicability in obstacle avoidance tasks.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127631892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
P. Groves, Lei Wang, D. Walter, Henry Martin, K. Voutsis, Ziyi Jiang
{"title":"The four key challenges of advanced multisensor navigation and positioning","authors":"P. Groves, Lei Wang, D. Walter, Henry Martin, K. Voutsis, Ziyi Jiang","doi":"10.1109/PLANS.2014.6851443","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851443","url":null,"abstract":"The next generation of navigation and positioning systems must provide greater accuracy and reliability in a range of challenging environments to meet the needs of a variety of mission-critical applications. No single navigation technology is robust enough to meet these requirements on its own, so a multisensor solution is required. Although many new navigation and positioning methods have been developed in recent years, little has been done to bring them together into a robust, reliable, and cost-effective integrated system. To achieve this, four key challenges must be met: complexity, context, ambiguity, and environmental data handling. This paper addresses each of these challenges. It describes the problems, discusses possible approaches, and proposes a program of research and standardization activities to solve them. The discussion is illustrated with results from research into urban GNSS positioning, GNSS shadow matching, environmental feature matching, and context detection.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126411298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Y. Zhuang, Z. Shen, Z. Syed, J. Georgy, H. Syed, N. El-Sheimy
{"title":"Autonomous WLAN heading and position for smartphones","authors":"Y. Zhuang, Z. Shen, Z. Syed, J. Georgy, H. Syed, N. El-Sheimy","doi":"10.1109/PLANS.2014.6851481","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851481","url":null,"abstract":"In recent years, indoor positioning systems have become important and WiFi positioning based on fingerprinting has been gaining a lot of attention in this field. However, surveying for the WiFi fingerprints in a specific area is a labor and time consuming process. In this work, an innovative method is proposed to automatically generate geo-referenced radio maps for Wireless Local Area Networks (WLAN). The Trusted Portable Navigator (T-PN) was used to provide an integrated navigation solution using inertial sensors and Global Navigation Satellite System (GNSS), when GNSS is available. The T-PN provided positions were used to automatically build a radio map when the solution was reliable. Building a radio map by using this method alleviates the cost of expensive surveys and does not require additional time or manual labor. After the radio map is built, it is used for typical fingerprinting-based WiFi positioning. The experimental results show that reasonable positioning accuracy can be obtained with this automatic fingerprint collection method in indoor environments. Nevertheless, the positions calculated in this manner are not accurate enough to calculate a useful heading of the user. In this paper, we propose another innovative method that estimates user heading based on WLAN signals. This estimation technique is based on the mathematical relationship between the rate of change of RSS for the different access points (APs) and the user velocities, and consequently the user heading.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121075414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Minimum volume ellipsoid scaled to contain a tangent sphere, with application to integrity monitoring","authors":"J. Rife, D. Schuldt","doi":"10.1109/PLANS.2014.6851390","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851390","url":null,"abstract":"An ellipsoid bound is introduced and proven to be a tight and conservative approximation of a sphere to which it is tangent. The bounding ellipsoid is constructed with a fixed shape that can be scaled arbitrarily (so, for example, the ellipsoid shape matches the contours of a given probability density function). The ellipsoid bound is proven conservative in that the bound always contains the sphere to which it is tangent. The ellipsoid bound is proven tight in that its volume is the minimum guaranteeing conservative bounding. Applications for the ellipsoid bound include analysis of vector integrity monitors with nominally chi-square distributions.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122964494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A blueprint for civil GPS navigation message authentication","authors":"Andrew J. Kerns, Kyle D. Wesson, T. Humphreys","doi":"10.1109/PLANS.2014.6851385","DOIUrl":"https://doi.org/10.1109/PLANS.2014.6851385","url":null,"abstract":"A proposal for civil GPS navigation message authentication (NMA) is presented with sufficient specificity to enable near-term implementation. Although previous work established the practicality and efficacy of NMA for civil GPS signal authentication, there remains a need for a detailed proposal that addresses several outstanding considerations regarding implementation. In particular, this paper (1) provides a definitive evaluation of the tradeoffs involved in the choice of cryptographic protocol, and (2) optimizes the placement of digital signature bits in the GPS CNAV message stream. By offering GPS engineers and policymakers a detailed blueprint for civil NMA, this work advances the possibility of NMA implementation on modernized civil GPS signals.","PeriodicalId":371808,"journal":{"name":"2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014","volume":"1 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113931522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}