Thanks for all responses. I find the below from Mapman particularly useful.
Ideally you want one sub front and center. Front and slightly off center is next best. Avoid the corners. Rear center is another decent option especially if you sit closer to the sub than the front mains. You can get away with a lot with sub placement though when needed especially if sub is set to not do much above 60-80 hz or so.
The corner placement with a single sub mirrors my experience. The current placement at the rear of speaker slightly away from the corner yields much better result. However, the effect or impact of a working sub is minimal since I have to set the crossover quite low at around 50 Hz. I tried setting it up to 60-80Hz and the sub is doing more harm than good with the bass sticking out like a sore thumb. Turning down the volume helps but there’s very little to no difference with the sub switched on or off.
I will likely try the 3rd option by pushing the sub further out to the centre of the room / speakers but it cannot be directly at the centre. When I tried this placement about a week ago, I recall the sound to be good but again the impact of the sub was minimal. Pushing the crossover and volume up too much and the bass sticks out too much. I will attempt this placement again once I receive the Nobsound springs.
I understand 2 subs(or more) are better but it is out of question. It is either 1 or nothing at all.