Page 308 - Big Data Analytics for Connected Vehicles and Smart Cities

288 Big Data Analytics for Connected Vehicles and Smart Cities Index 289

approach, 200–201 KPIs
concept, 197 analytics versus, 132
initial approach, 201–8 list of, 133
INRIX, 202, 218 See also Analytics
overview, 198–200
revised approach, 209–11 Land use
speed variability, 201–8 optimization, 24–26
TMC segments, 202–4, 209–10, 218 smart cities, 89
traffic turbulence analysis, 209–11 See also Smart land use
use of analytics, 217–19 Light detection and ranging (LIDAR)
VSL project, 198–200 sensors, 67, 69
See also Application of transportation London Congestion Charge project
data analytics boundary zone, 109
Freight performance management use case, defined, 108–9
171 implementation, 109
lessons learned from, 108–12
Graph analytics, 160
MaaS
Hard drive storage costs, 46 analytics and application, 144, 145
defined, 141–42
Information and Communications Technol- elements, 143
ogy (ICT) as good departure point, 144
analytics, 127 service portfolio, 143
cost estimate, 254 use case, 172
management use case, 166 Machine learning, 160
services, 89 Maintenance and construction operations
vision element, 86 data sources, 51, 52
Information complexity, 42 Mobility hub use case, 167
INRIX, 202, 218
Insurance companies, 78 National ITS program
Integrated electronic payment services advanced vehicle safety systems, 26
analytics, 126 commercial vehicle operations, 25
benefit estimate, 261 defined, 23
cost estimate, 249 electronic payment, 25
cost estimation, 240, 241 emergency management, 25
smart cities, 88 information management, 26
Integrated payment system maintenance and construction
analytics and application, 141, 142 management, 26
elements, 139–40 public transportation management, 24
as good departure point, 140–41 travel and traffic management, 24
Intelligent sensor-based infrastructure
analytics, 126–27 On-demand transportation services, 75–76
cost estimate, 253 Open apps and open data, 99
smart cities, 88–89 Organization, this book, 6–11
use case, 165
Internet of things (IoT), 73 Partnership management use case, 168
Interoperability interface, 101 Performance management
analytical, for smart cities, 132–33
Jobs, access to, 27 analytics and application, 151–52