Safety‐oriented discrete event model for airport A‐SMGCS reliability assessment

A detailed analysis of State of the Art Technologies and Procedures into Airport Advanced-Surface Movement Guidance and Control Systems has been provided in this thesis, together with the review ofStatistical Monte Carlo Analysis, Reliability Assessment and Petri Nets theories. This practical and theoretical background has lead the author to the conclusion that there is a lack of linkage in between these fields. At the same of time the rapid increasing of Air Traffic all over the world, has brought in evidence the urgent need of practical instruments able to identify and quantify the risks connected with Aircraft operations on the ground, since the Airport has shown to be the actual ‘bottle neck’ of the entire Air Transport System. Therefore, the only winning approach to such a critical matter has to be multi-disciplinary, sewing together apparently different subjects, coming from the most disparate areas of interest and trying to fulfil the gap. The result of this thesis work has come to a start towards the end, when a Timed Coloured Petri Net (TCPN) model of a ‘sample’ Airport A-SMGCS has been developed, that is capable of taking into account different orders of questions arisen during these recent years and tries to give them some good answers. The A-SMGCS Airport model is, in the end, a parametric tool relying on Discrete Event System theory, able to perform a Reliability Analysis of the system itself, that: • uses a Monte Carlo Analysis applied to a Timed Coloured Petri Net, whose purpose is to evaluate the Safety Level of Surface Movements along an Airport • lets the user to analyse the impact of Procedures and Reliability Indexes of Systems such as Surface Movement Radars, Automatic Dependent Surveillance-Broadcast, Airport Lighting Systems, Microwave Sensors, and so on… onto the Safety Level of Airport Aircraft Transport System • not only is a valid instrument in the Design Phase, but it is useful also into the Certifying Activities an in monitoring the Safety Level of the above mentioned System with respect to changes to Technologies and different Procedures.This TCPN model has been verified against qualitative engineering expectations by using simulation experiments and occupancy time schedules generated a priori. Simulation times are good, and since the model has been written into Simulink/Stateflow programming language, it can be compiled to run real-time in C language (Real-time workshop and Stateflow Coder), thus relying on portable code, able to run virtually on any platform, giving even better performances in terms of execution time. One of the most interesting applications of this work is the estimate, for an Airport, of the kind of A-SMGCS level of implementation needed (Technical/Economical convenience evaluation). As a matter of fact, starting from the Traffic Volume and choosing the kind of Ground Equipment to be installed, one can make predictions about the Safety Level of the System: if the value is compliant with the TLS required by ICAO, the A-SMGCS level of Implementation is sufficiently adequate. Nevertheless, even if the Level of Safety has been satisfied, some delays due to reduced or simplified performances (even if Safety is compliant) of some of the equipment (e.g. with reference to False Alarm Rates) can lead to previously unexpected economical consequences, thus requiring more accurate systems to be installed, in order to meet also Airport economical constraints. Work in progress includes the analysis of the effect of weather conditions and re-sequencing of a given schedule. The effect of re-sequencing a given schedule is not yet enough realistic since the model does not apply inter arrival and departure separations. However, the model might show some effect on different sequences based on runway occupancy times. A further developed model containing wake turbulence separation conditions would be more sensitive for this case. Hence, further work will be directed towards: • The development of On-Line Re-Scheduling based on the available actual runway/taxiway configuration and weather conditions. • The Engineering Safety Assessment of some small Italian Airport A-SMGCSs (Model validation with real data). • The application of Stochastic Differential Equations systems in order to evaluate the collision risk on the ground inside the Place alone on the Petri Net, in the event of a Short Term Conflict Alert (STCA), by adopting Reich Collision Risk Model. • Optimal Air Traffic Control Algorithms Synthesis (Adaptive look-ahead Optimization), by Dynamically Timed Coloured Petri Nets, together with the implementation of Error-Recovery Strategies and Diagnosis Functions

Transactional Array Reconciliation Tomography for Precision Indoor Location

This dissertation was conducted as part of the efforts related to WPI\u27s Precision Personnel Location (PPL) project, the purpose of which is to locate emergency personnel in hazardous indoor environments using radio location techniques. The current PPL system prototype uses a radio transmitter worn by the personnel, indoors, and receivers on reference units, outdoors. This dissertation proposes a new system architecture with bidirectional radio transmissions to replace the current unidirectional system architecture. This allows the development of a synchronization scheme that can extract additional Time of Arrival (TOA) information for estimating the location of personnel. This dissertation also describes an extension of the multi-signal fusion technique previously used that incorporates this TOA information. At the cost of a more complicated mobile unit design, resultant benefits of this approach include rejection of signal reflectors as solutions, improved accuracy with limited reference unit geometries, improved noise rejection and significant computation reduction. In this dissertation the mathematical underpinnings of this approach are presented, a performance analysis is developed and the results are evaluated in the context of experimental data

Multi-modal probabilistic indoor localization on a smartphone

The satellite-based Global Positioning System (GPS) provides robust localization on smartphones outdoors. In indoor environments, however, no system is close to achieving a similar level of ubiquity, with existing solutions offering different trade-offs in terms of accuracy, robustness and cost. In this paper, we develop a multi-modal positioning system, targeted at smartphones, which aims to get the best out of each of its constituent modalities. More precisely, we combine Bluetooth low energy (BLE) beacons, round-trip-time (RTT) enabled WiFi access points and the smartphone’s inertial measurement unit (IMU) to provide a cheap robust localization system that, unlike fingerprinting methods, requires no pre-training. To do this, we use a probabilistic algorithm based on a conditional random field (CRF). We show how to incorporate sparse visual information to improve the accuracy of our system, using pose estimation from pre-scanned visual landmarks, to calibrate the system online. Our method achieves an accuracy of around 2 meters on two realistic datasets, outperforming other distance-based localization approaches. We also compare our approach with an ultra-wideband (UWB) system. While we do not match the performance of UWB, our system is cheap, smartphone compatible and provides satisfactory performance for many applications

PoCoLoCo : Positioning through cooperating loquacious communications

Aerial Transportation system is based in a legacy infrastructure that supports its different functionality separately. There is a tendency to simplify the infrastructure, increasing its efficiency, technical and monetary. UAS are perceived by the general public as simplified versions of the conventional aviation because they have not any human flight crew on board. In fact, they have a flight crew, but this flight crew is placed on ground adding some complications to the system (e.g: Command & Control link). Conventional aviation perceives UAS as a source of problems, mainly because they have no human flight crew on board capable of creating the situational awareness of the UAS. This lack of situational awareness compromises as well the rest of airspace users safety. This PhD explores the capability of UAS to contribute to the situational awareness of both the own aircraft (generating navigation data) as to the situational awareness of the rest of airspace users (generating surveillance data). The contribution to the situational awareness of both the own aircraft (navigation data) as well as the rest of airspace users (surveillance) is simulated assuming UAS communications based on TDMA and at the communication rates described in the literature. The simulation scenario has been kept simple with a low communication rate and a low number of UAS flying in the simulated area. The results of navigation are in line with the RNP1. The results in surveillance are in line with the 3NM separation but with a refresh rate much higher. Then, with this proposal, UAS could be considered as contributors to the situational awareness instead as the problem that destroys the situational awareness.El sistema de transport aeri es basa en una infraestructura que implementa les seves funcionalitats per separat. Hi ha una tendència a simplificar la infraestructura, augmentant la seva eficiència, tècnica i monetària. Els UAS són percebuts pel públic en general com versions simplificades de l'aviació convencional, ja que no tenen cap tripulació humana a bord. De fet, tenen una tripulació de vol, però la tripulació de vol es a terra, afegint algunes complicacions en el sistema (per exemple: enllaç de comandament i control). L'aviació convencional percep els UAS com una font de problemes, sobretot perquè l'absencia de tripulació de vol humana a bord capaç de crear la consciència situacional de l'UAS. Aquesta manca de consciència situacional, compromet doncs la seguretat dels usuaris de l'espai aeri. Aquesta PhD explora la capacitat dels UAS per contribuir a la consciència situacional tant de la pròpia aeronau (generació de dades de navegació) com a la consciència situacional de la resta dels usuaris de l'espai aeri (generació de dades de vigilància). La contribució a la consciència situacional tant de la pròpia aeronau (dades de navegació), com de la resta d'usuaris de l'espai aeri (vigilància) es simula assumint comunicacions UAS basats en TDMA amb uns ratis de comunicació descrits a la literatura. L'escenari de simulació s'ha mantingut simple amb una taxa de comunicació baixa i un baix nombre d'UAS volan a la zona simulada. Els resultats de la navegació estan en línia amb la RNP1. Els resultats de la vigilància estan en línia amb la separació 3nm però amb una freqüència d'actualització molt més alt que l'oferta pels radars. Com a conclusió, aquesta proposta considera els UAS com a contribuents a la consciència situacional en lloc de com un problema que destrueix la consciència situacional

Benefits and Incentives for ADS-B Equipage in the National Airspace System

Automatic Dependent Surveillance – Broadcast (ADS-B) is a technology that can replace secondary surveillance radars and enhance cockpit situational awareness. It also has the potential to enable procedures not possible with current surveillance technology that would increase the capacity of the National Airspace System (NAS) in the US. Certain forms of ADS-B also have the bandwidth to upload weather and airspace information into the cockpit. However, prior to achieving the benefits of ADS-B, operators must equip with the technology. In order to voluntarily equip, owners and operators must receive benefits from the technology that outweigh the cost or receive other incentives. Through an online survey of stakeholders, applications of ADS-B with the strongest benefits to users are identified. In-cockpit data link offerings are explored in detail, along with a detailed analysis of ADS-B benefits for Hawaiian helicopter operators. The conclusions of this study are that ADS-B should be implemented in non-radar airspace along with busy terminal areas first to gain the most benefits from non-radar separation applications and traffic awareness applications. Also, the basis for the US dual ADS-B link decision is questioned, with a single 1090-ES based link augmented with satellite data link weather recommended.The authors would like to thank all of interview and survey participants. Without their time and insights, this thesis would not be possible. Also, thanks to the FAA’s Surveillance and Broadcast Services program office for their support of this research under contract DTFA01-C-00030