https://ourtechplanet.com/lte-throughput-optimization-part-2-spectral-efficiency/ Solution type 1:Transition to Higher CQI layer Consider two LTE layers, for instance L800 and L1800 with same bandwidth. In this case, L800 will have a higher coverage as it is a lower frequency. So, the user count on L800 will be higher compared to L1800. However, the lower frequency layer also has higher interference since it has a bigger coverage radius. So, that will result in a lower CQI and a bad throughput. L1800 throughput will usually be better even with same bandwidth because it will have better CQI. So, the most important thing is to ensure that the layer with the better CQI gets most of the traffic. This can be done in many ways and I have jotted down a few of those. The easiest way is to give a higher priority to L1800 and that will shift most of the UEs in L1800 coverage away from L800. This will ensure better CQI for users and thus a better throughput. Another way would be to keep them on same priority and provide a frequency offset to move the users to L1800. This is more reasonable if L1800 is also getting overloaded then the amount of load to be shifted can be tuned by varying the offsets. I prefer load shifting by cell reselection instead of handovers. If the handover thresholds are changed or frequency priority based handovers are used, then it initiates gap periods. For UE, to move from one frequency to another frequency in connected mode, it needs to measure the target frequency. In order to measure the target frequency, the UE goes into a gap mode of 6 ms. This gap mode repeats itself after every 40 or 80ms. So, if it repeats every 40ms then that means that the UE cannot be scheduled for 6ms in every 40ms. Moreover, when the UE gets data, it needs to send a HARQ ACK/NACK after 4ms. So, it means that since the eNB knows that the UE will be in gap mode so the eNB will not schedule any data for the UE 4ms before the gap mode. That makes it 10ms in each 40ms that the UE cannot be scheduled which is around 25% of the time. So, inter-frequency handovers should be minimized as it can cause a 25% degradation in throughput. Cell reselection works in idle mode so it is a much better way to move users between the layers. Load Balancing Internal - General Use Another way is to enable load balancing between the layers and ensuring that the higher CQI layer gets more load. Load balancing usually also comes in two modes Connected Mode: In this case, the eNB calculates the PRBs or user count and tries to maintain target load values by performing load based handovers between the layers. Idle Mode: In this case, the eNB sends the frequency in the RRC Release command to the UE. eNB increases the priority of the target frequency for that UE temporarily and the UE tries to reselect to that frequency in idle mode. Once again, I prefer idle mode based load balancing as it does not introduce the inter-frequency handovers and also gets the work done. But idle mode based load balancing will not have significant impact in case the layers have different priorities since one layer already has higher priority and idle mode based load balancing also moves users by increasing the priority. So, if the UEs are not moving to higher priority layer than that means that the layer has coverage constraints and then the idle mode based load balancing will also be unable to shift the load. Vertical Beam-Width Another important factor is that many times, the low band like L800 has a bigger vertical beamwidth than the corresponding higher band. This effectively means that at the same tilt value, the L800 will have a much bigger coverage foot print than the L1800. So, before making any mobility strategy, it is important to verify the antenna patterns especially the vertical beam-width for all the layers. If the beam-width of one layer is significantly wider than the other, then ensure to put a tilt offset between the two to keep an optimum and balanced coverage. – Scheduler Fairness: Another important factor is the scheduler type. A scheduler can work in multiple modes Round Robin: In this mode, the scheduler provides equal resources to all users. This is not an optimum algorithm as different users have different data requirements. Max C/I: This mode provides significantly higher resources to users in good coverage conditions. This mode can starve the cell edge users and they will not get enough data resulting in degradation in user experience. Proportion Fair: This scheme maintains a fairness between all users maintaining a healthy resource sharing between all user types. The basic concept of this mode is to strike a balance between users and it does that by prioritizing based on CQI and data rates. So, if the CQI is high, it will give resource to that user first but since it needs to maintain a fair data rate for all users, the cell edge users will also be scheduled. This scheme is essentially a combination of both round robin and Max C/I as it provides more resources to users with higher CQI as compared to round robin but it also provides more resources to cell edge users when compared to Max C/I. Hence, it gets the name Proportional fair. The user throughput KPI improves with Max C/I scheduler as it provides more resources to good users resulting in higher user throughput but the cell throughput is improved with Proportional Fair algorithm as it strikes a balance between all users. So, if the user throughput KPI is to be improved then the scheduler can be tilted towards Max C/I while Proportional Fair can be used if cell throughput gain is required. The optimization at this level really needs deep understanding of the scheduler’s algorithm and it also depends if the specific vendor provides the options to play with the scheduling weights. These are the basics to improve the spectral efficiency for a network. In the next part, I will explain the features that can be used to improve throughput along with the scenarios where they will be applicable. Internal - General Use In case of any queries or feedback, please drop a comment below and I would love to respond and help. Also, If you liked this article, then please subscribe to our Youtube channel – Our Technology Planet for more exciting stuff and videos. Throughput improvement in ZTE:“ucDLRetrRBOptSwtch” parameter in ZTE equipment. Throughput is improving by this, but this is also increasing the BLER. Parameter Description: This parameter enables or disables the optimization for the retransmission of RBs in the downlink to improve downlink spectrum efficiency. If it is set to Open, the RBs that are first retransmitted in the downlink with a NACK response received are compressed. Internal - General Use