| dc.contributor.author | Sultan, Muhammad Wassay Reg # 59998 | |
| dc.contributor.author | Nasir, Malik Hamza Ali Reg # 60038 | |
| dc.contributor.author | Huzaifah, Muhammad Reg # 59980 | |
| dc.date.accessioned | 2026-07-02T05:22:55Z | |
| dc.date.available | 2026-07-02T05:22:55Z | |
| dc.date.issued | 2022 | |
| dc.identifier.uri | http://hdl.handle.net/123456789/21369 | |
| dc.description | Supervised by Muhammad Marouf | en_US |
| dc.description.abstract | The objective of this project is to navigate a user from their approximated location to a point in an indoor environment. This user location is estimated using the Bluetooth Low Energy (BLE) reference beacons. The indoor environment of a mart is modelled as a map using a 3d modelling software. A user is provided with an intuitive user interface which they can use interact with the application and to select a point to navigate to. An informed search algorithm is applied to the graph which internally represents the environment as a set of nodes. The algorithm finds the shortest path to the destination which is then rendered to the application interlace. This aids a user’s shopping experience where they can seamlessly navigate to their desired products hassle-free | en_US |
| dc.language.iso | en_US | en_US |
| dc.publisher | Bahria University Karachi Campus | en_US |
| dc.relation.ispartofseries | BSCS;MFN BSCS 450 | |
| dc.title | MART NAVIGATION SYSTEM | en_US |
| dc.type | Project Reports | en_US |