This paper presents Reinforced Concrete RC slab design optimization technique for finding the best design parameters that satisfy the project requirements both in terms of strength and serviceability criteria while keeping the overall construction co
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In theoretical computer science, combinatorial optimization problems are about finding an optimal item from a finite set of objects. Combinatorial optimization is the process of searching for maxima or minima of an unbiased function whose domain is a
numerical
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IFHO Optimization
RF Optimization
Structural Optimization
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Optimization Module
NSN Optimization
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Basic Optimization Techniques
May 2008 Prepared by: Muhammad Azim Riaz (LCC)
Key Performance Indicator’s Indicator s (KPI) ¾ CSSR (Call Setup Success Rate) i. TCH Traffic/TCH Blocking ii SDCCH Traffic/SDCCH Blocking ii. iii. SDCCH Success Rate (SDR)
¾ Drop Call Rate (DCR) ¾ HOFR (Handover Failure) ¾ HOFR LOS (HO Failure due to lack of resource)
CSSR (Call Setup Success Rate)
CSSR Analysis: – High TCH Blocking Rate (low TCH Access Rate) – High SDCCH Blocking Rate (low SD Access Rate) – Low SDCCH Success Rate ((high g SDCCH Drop p Rate)) ¾ Check for normal RF conditions • BCCH • Tilts etc. • Check Ch k ffrom Report R t 166 what h t might i ht be b the th causes for f low l SDCCH success rate t
¾ Shifting of SDCCH to BCCH TRX moving it from Hopping TRX.
Inadequate TCH resources resulting in channel assignment failure.
¾ TCH Traffic and TCH Blocking • TCH Traffic for MOC and MTC call ¾ Traffic in erlang • 1 erlang means 1 subscriber occupied 1 circuit for 1 hour • 1 erl = 1 (sub) * occupy time (sec)/3600 • High Blocking rate => High Traffic , Low Availability
TCH Traffic and TCH Blocking Rate
Traffic Distribution & possible solutions
Case Study: TCH_RAW_BLK
Congested Cell
DCS/GSM Traffic Balancing through parameters
By Using Aggressive FRU/FRL Settings
Coverage Prediction using ASSET 3G
TCH_UNAVAIL Impacting CSSR If TCH_Unavail is high on site then we have to resolve it on priority basis, for that purpose we need to raise it on Service Desk Desk, but 1st confirm that the issue is there for some time.
Solutions for Reducing TCH Blocking
Solution ¾ Remove any TCH_UNAVAIL issue ¾ Use aggressive FRU & FRL settings ¾ Coverage Control (Down tilting, Reduce Antenna height) ¾ Parameter (Traffic Sharing, Aggressive PBGT settings) ¾ Increase Capacity (Add more TRX) ¾ Plan new sites in that area for Traffic Sharing
SDCCH Traffic & SDCCH Blocking
SDCCH Usage ¾ SMS ¾ Location Update ¾ IMSI Detach/Attach ¾ MOC&MTC Call ¾ Supplementary Service (Call waiting, call forwarding) ¾ High Blocking => High SD Traffic, low Availability
High SD_BLK Segment Analysis If SD BLK is high and we already have defined max. SD’s on 900,, then we can define SD TS on DCS SD BLK might be high due to high # of location updates/IMSI Attach & Detach or DR HO attempts
Effect of SD_AVAIL on SD BLK
SD_BLK due to Location Updates Too many location updates on this segment we can use aggressive “cellreselecthysterisis” settings to avoid too many cell reselection in idle mode.
SD Utilization by IMSI Attach/Detach
SD Drops SD D Drops R Reason: ¾ Low Signal Level ¾ Interference ¾ Hardware Fault (BSC/BTS/TRX/TSL/Transmission)
SD Drops Analysis using report :: 166
DROP CALL RATE (DCR)
Drop on Handover ¾ Interference on target cell ¾ Incorrect serving cell Low Signal Level/Quality ¾ RxLev/RxQual thresholds exceeded ¾ MS enter high attenuation area (building/tunnel etc) High Co - Adjacent and/or External Interference ¾ Excessive interference on TCHs ¾ Excessive interference on CCHs Hardware degradation
DCR_USR from Optima Stats
DCR Distribution from Optima
DCR Analysis using Report :: 163
196 :: Quality Report
Interference due to Co Co--BCCH / Co Co--BSIC
Analyzing Quality issue using TEMS LOGS
Impact of Interference on DCR & CSSR
TA Report 232
Per NBR Attempt Report :: 153
Drop due to Non RF reason (TXN or NSS end)
Call Drop due to Intracell HO Failure
Radio Link Timeout Expiry due to HO Failure
Radio Link Timeout Expiry due to Weak Coverage Patch
Lack of Dominant Server
Handover Failure (HOFR)
Handover Failure Rate ¾ Co-BSIC/BCCH problem ¾ Freq Clash ¾ Traffic from large TA’s ¾ HW suspected issue ¾ Missing g neighbors g of any y neighbor g site ¾ Low Signal level ¾ Bad Quality
HOFR LOS = 100*HO Fail due to Neighbor Congested/Total HO request ¾ HOFR LOS solution ¾ Solve TCH Blocking of Target cell
Optimizing Neighbour Lists Effects of poor maintenance: ¾ Unwanted legacy g y neighbours g ¾ Oversized neighbour lists ¾ Co-channel neighbour definitions ¾ Missing neighbours ¾ Unintentional 1-way neighbour definitions
¾ Adjacency discrepancies (060) ¾ Frequency check of adjacent cells (062) ¾ Adjacent cell double frequencies (069) ¾ Adjacent cells with the same NCC, BCC and frequency (076) ¾ Cells having high HO failure ratio (150) ¾ Adjacencies having high HO failure ratio (153)
Report :: 74 - ADJACENCIES OF CELLS
Analyzing 074 Using MapInfo Tools
Report :: 150 - CELLS HAVING HIGH HO FAILURE RATIO
Report :: 76 - ADJACENT CELLS WITH THE SAME NCC,BCC AND FREQUENCY
Report :: 60 - ADJACENCY DISCREPANCIES
Routine Optimization Check Points ¾ Cluster definitions by investigating BSC borders, main cities, freeways, major roads. g g customer distribution, customer habits ((voice/data usage). g ) ¾ Investigating ¾ Running specific traces on Network to categorize problems. ¾ Checkingg trouble ticket historyy for previous p p problems. ¾ Checking any fault reports to limit possible hardware problems prior to test.