Application: Personalized Hotel and Shopping Experience
Description
Automating in real /pseudo-real time the secure personalization of devices, networks, services and applications based on a user’s personal profile and current situational context.
Devices
KPIs
| KPI | Value |
|---|---|
| DL E2E Packet Latency | Low: < 10 ms |
| UL E2E Packet Latency | Moderate: 10 ms - 100 ms |
| E2E Packet Jitter | Sensitive (ms) |
| DL User Experience Data Rate (Mbps) | Medium: 10 - 50 Mbps |
| UL User Experience Data Rate (Mbps) | Medium: 10 - 50 Mbps |
| Communication Service Availability | High: > 99.9% |
| Guaranteed Bit Rate | Non-GBR |
| Criticality | Non-critical |
| Priority Service (NS/EP) | No |
| Service Continuity | Required |
| Mobility | Pedestrian: > 0 km/h to 10 km/h |
| Synchronization Precision | > 1 ms |
| Connection Density | Medium: 1000 -10000 |
| Communication Direction | Two-way |
| Common Communication Mode | Unicast |
| Data Reporting Mode | Event driven |
| Device Type and Form Factor | > 1 applicable device type |
| Device Integration | > 1 applicable device integration type |
| Device Lifespan | Medium: 4 - 8 years |
| Device Power Constraints | Constrained: < 2 W |
| DL E2E Packet Reliability | Moderate: < 10E-4 |
| UL E2E Packet Reliability | Moderate: < 10E-4 |
| Survival Time | > 100 ms |
| Connectivity Service Area | Indoor and Outdoor |
| APIs | Both |
| Connectivity Type (BAN/PAN/WAN/LAN) | WAN - Cellular, LPWA, Satellite |
| Sidelink Connectivity | Can be beneficial |
| Sidelink Connectivity Data Rate | Low : < 10 Mbps |
| Sidelink Connectivity Latency | Moderate < 50 ms |
| Position Accuracy | Stringent (0.1 m - 1 m ) |
| Sensing Range Resolution | Stringent (0.1 m - 10 m) |
| Velocity Resolution | 1-10 m/s |
| False Alarm (FA) | < 5 % |
| Missed Detection (MD) | < 5% |
| Edge Computing Service | Can be beneficial |
| EC: Edge Compute Offload | Device <--> Device and/or Device <--> Edge |
| EC: Edge Storage Offload | Device <--> Device and/or Device <--> Edge |
| EC: Edge Networking Offload | Edge <--> Cloud |
| EC: Edge Application Enablement Services | Can be beneficial |
| EC: Edge Proximity | Edge cloud, Network edge (Central / Aggregation site), Access network edge (Cell site), and/or Device Edge |
| EC: Distributed and Autonomous Management of Edge Resources | Can be beneficial |
| AI/ML Service | Can be beneficial |
| AIML: Personalization | Not required |
| AIML: Training Data Security | Required |
| AIML: Service Location | Device and/or Edge cloud |
| AIML: Ownership, Traceability and Accountability | Can be beneficial |
| AIML: Incentivized/Distributed/Collaborative AI/ML | Can be beneficial |
| Distributed Ledger Service | Can be beneficial |
| Connectivity Subscription Provisioning | Pre-subscribed and reprovision-able or Not pre-subscribed (Single or multiple subscriptions supported) |
| Number of Subscriptions Supported by the Device | 1 |
| Connectivity Subscription Management | Local management by user (common in consumer devices) |
| User Interface for Device Management | Full keyboard & display, or equivalent (e.g. audible/voice I/O) |
| Local Connectivity for Device Configuration and Management | Wi-Fi, Bluetooth, NFC, etc.; |
| Device Configuration and Customization | Required post-deployment |